Publications by Our Members
2026
[2607]
R. Ma • D. Geissler • S. Feuerriegel • T. Lauinger • D. McCoy • P. Wisniewski
Analyzing Social Media Claims regarding Youth Online Safety Features to Identify Problem Areas and Communication Gaps.
CSCW 2026 - 29th ACM SIGCHI Conference on Computer-Supported Cooperative Work and Social Computing. Salt Lake City, UT, USA, Oct 10-14, 2026. To be published. Preprint available. arXiv
Analyzing Social Media Claims regarding Youth Online Safety Features to Identify Problem Areas and Communication Gaps.
CSCW 2026 - 29th ACM SIGCHI Conference on Computer-Supported Cooperative Work and Social Computing. Salt Lake City, UT, USA, Oct 10-14, 2026. To be published. Preprint available. arXiv
[2606]
I. Bueno • R. Hou • B. Bühler • T. Fütterer • J. Drimalla • J. K. Foster • P. Youngs • P. Gerjets • U. Trautwein • E. Kasneci
Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data.
WACV 2026 - IEEE/CVF Winter Conference on Applications of Computer Vision. Tucson, AZ, USA, Mar 06-10, 2026. To be published. Preprint available. arXiv
Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data.
WACV 2026 - IEEE/CVF Winter Conference on Applications of Computer Vision. Tucson, AZ, USA, Mar 06-10, 2026. To be published. Preprint available. arXiv
[2605]
O. Dhaouadi • J. Meier • J. Kaiser • D. Cremers
GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models.
WACV 2026 - IEEE/CVF Winter Conference on Applications of Computer Vision. Tucson, AZ, USA, Mar 06-10, 2026. To be published. Preprint available. arXiv GitHub
GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models.
WACV 2026 - IEEE/CVF Winter Conference on Applications of Computer Vision. Tucson, AZ, USA, Mar 06-10, 2026. To be published. Preprint available. arXiv GitHub
[2604]
J. Meier • F. Günther • R. Marin • O. Dhaouadi • J. Kaiser • D. Cremers
IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection.
WACV 2026 - IEEE/CVF Winter Conference on Applications of Computer Vision. Tucson, AZ, USA, Mar 06-10, 2026. To be published. Preprint available. arXiv
IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection.
WACV 2026 - IEEE/CVF Winter Conference on Applications of Computer Vision. Tucson, AZ, USA, Mar 06-10, 2026. To be published. Preprint available. arXiv
[2603]
Y. Ni • R. Liang • X. Hao • J. Cheng • Q. Wang • C. Huang • C. Zou • W. Zhou • W. Ding • B. W. Schuller
Affine Modulation-based Audiogram Fusion Network for Joint Noise Reduction and Hearing Loss Compensation.
Information Fusion 127. Part A.103726. Mar. 2026. DOI GitHub
Affine Modulation-based Audiogram Fusion Network for Joint Noise Reduction and Hearing Loss Compensation.
Information Fusion 127. Part A.103726. Mar. 2026. DOI GitHub
[2602]
U. Schlegel • F. Weeber • J. Lan • T. Seidl
PRSM: A Measure to Evaluate CLIP's Robustness Against Paraphrases.
MMM 2026 - 32nd International Conference on Multimedia Modeling. Prague, Czech Republic, Jan 29-31, 2026. To be published. Preprint available. arXiv
PRSM: A Measure to Evaluate CLIP's Robustness Against Paraphrases.
MMM 2026 - 32nd International Conference on Multimedia Modeling. Prague, Czech Republic, Jan 29-31, 2026. To be published. Preprint available. arXiv
[2601]
C. Fiedler
Statistical Learning Theory for Distributional Classification.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published.
Statistical Learning Theory for Distributional Classification.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published.
[2600]
H. Chen • J. Li • Y. Zhang • J. Bi • Y. Xia • J. Gu • V. Tresp
AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
[2599]
P. Hofman • Y. Sale • E. Hüllermeier
Uncertainty Quantification for Machine Learning: One Size Does Not Fit All.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
Uncertainty Quantification for Machine Learning: One Size Does Not Fit All.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
[2598]
Y. Lei • X. Ge • Y. Zhang • Y. Yang • B. Ma
Do Large Language Models Think Like the Brain? Sentence-Level Evidence from fMRI and Hierarchical Embeddings.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
Do Large Language Models Think Like the Brain? Sentence-Level Evidence from fMRI and Hierarchical Embeddings.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
[2597]
G. D. Pelegrina • P. Kolpaczki • E. Hüllermeier
Shapley Value Approximation Based on k-Additive Games.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
Shapley Value Approximation Based on k-Additive Games.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
[2596]
N. Walha • S. G. Gruber • T. Decker • Y. Yang • A. Javanmardi • E. Hüllermeier • F. Buettner
Fine-Grained Uncertainty Decomposition in Large Language Models: A Spectral Approach.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
Fine-Grained Uncertainty Decomposition in Large Language Models: A Spectral Approach.
AAAI 2026 - 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv
[2595]
X. Xue • X. Zhu
Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation.
AI4ES @AAAI 2026 - Workshop on AI for Environmental Science at the 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv GitHub
Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation.
AI4ES @AAAI 2026 - Workshop on AI for Environmental Science at the 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. arXiv GitHub
[2594]
Y. Zhang • S. Tang • Z. Li • Z. Han • V. Tresp
WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents.
LaMAS @AAAI 2026 - Workshop on LLM-based Multi-Agent Systems: Towards Responsible, Reliable, and Scalable Agentic Systems at the 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published.
WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents.
LaMAS @AAAI 2026 - Workshop on LLM-based Multi-Agent Systems: Towards Responsible, Reliable, and Scalable Agentic Systems at the 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published.
[2593]
T. Decker • V. Tresp
Towards Quantifying Incompatibilities in Evaluation Metrics for Feature Attributions.
XAI4Science @AAAI 2026 - 2nd Workshop XAI4Science: From Understanding Model Behavior to Discovering New Scientific Knowledge at the 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. URL
Towards Quantifying Incompatibilities in Evaluation Metrics for Feature Attributions.
XAI4Science @AAAI 2026 - 2nd Workshop XAI4Science: From Understanding Model Behavior to Discovering New Scientific Knowledge at the 40th Conference on Artificial Intelligence. Singapore, Jan 20-27, 2026. To be published. Preprint available. URL
[2592]
L. Bondo Andersen • T. Wistuba • F. Henninger • A. Liu • S. Greven • F. Kreuter
Clustering Mouse Movement Behavior in Surveys Using ResNet Embeddings.
NLDL 2026 - Northern Lights Deep Learning Conference. Tromsø, Norway, Jan 06-08, 2026. To be published. Preprint available. URL
Clustering Mouse Movement Behavior in Surveys Using ResNet Embeddings.
NLDL 2026 - Northern Lights Deep Learning Conference. Tromsø, Norway, Jan 06-08, 2026. To be published. Preprint available. URL
[2591]
C. Kneissl • C. Bülte • P. Scholl • G. Kutyniok
Improved probabilistic regression using diffusion models.
NLDL 2026 - Northern Lights Deep Learning Conference. Tromsø, Norway, Jan 06-08, 2026. To be published. Preprint available. URL
Improved probabilistic regression using diffusion models.
NLDL 2026 - Northern Lights Deep Learning Conference. Tromsø, Norway, Jan 06-08, 2026. To be published. Preprint available. URL
[2590]
T. Wistuba • L. Bondo Andersen • A. Liu • F. Henninger • F. Kreuter • S. Greven
Comparison of Neural Networks and Gradient Boosting Models on Ordinal Age Class Prediction using Mouse Trajectories.
NLDL 2026 - Northern Lights Deep Learning Conference. Tromsø, Norway, Jan 06-08, 2026. To be published. Preprint available. URL
Comparison of Neural Networks and Gradient Boosting Models on Ordinal Age Class Prediction using Mouse Trajectories.
NLDL 2026 - Northern Lights Deep Learning Conference. Tromsø, Norway, Jan 06-08, 2026. To be published. Preprint available. URL
[2589]
X. Zhu • Z. Xiong • Y. Wang • A. J. Stewart • K. Heidler • Y. Wang • Z. Yuan • T. Dujardin • Q. Xu • Y. Shi
On the foundations of Earth foundation models.
Communications Earth & Environment Early Access. Jan. 2026. DOI
On the foundations of Earth foundation models.
Communications Earth & Environment Early Access. Jan. 2026. DOI
[2588]
S. Nyholm • A. Kasirzadeh • J. Zerilli
Contemporary Debates in the Ethics of Artificial Intelligence.
Contemporary Debates in Philosophy. Jan. 2026. URL
Contemporary Debates in the Ethics of Artificial Intelligence.
Contemporary Debates in Philosophy. Jan. 2026. URL
[2587]
M. Fischer • A. Muckenhuber • R. Peretzke • L. Farah • C. Ulrich • S. Ziegler • P. Schader • L. Feineis • H. Gao • S. Xiao • M. Götz • M. Nolden • K. Steiger • J. T. Sieveke • L. Endrös • R. Braren • J. Kleesiek • P. J. Schüffler • P. Neher • K. Maier-Hein
Contrastive virtual staining enhances deep learning-based PDAC subtyping from H&E-stained tissue cores.
Journal of Pathology 268.1. Jan. 2026. DOI
Contrastive virtual staining enhances deep learning-based PDAC subtyping from H&E-stained tissue cores.
Journal of Pathology 268.1. Jan. 2026. DOI
[2586]
A. Varma • D. Scholz • A. C. Erdur • J. C. Peeken • D. Rückert • B. Wiestler
Improving out-of-domain generalization in Multiple Sclerosis detection and segmentation using Random Convolutions.
Pattern Recognition Letters 199. Jan. 2026. DOI
Improving out-of-domain generalization in Multiple Sclerosis detection and segmentation using Random Convolutions.
Pattern Recognition Letters 199. Jan. 2026. DOI
[2585]
R. Hakli • S. Nyholm • M. Nørskov
Introduction: Culturally Sustainable Social Robotics?
Social Robots and Cultural Sustainability. Jan. 2026. DOI
Introduction: Culturally Sustainable Social Robotics?
Social Robots and Cultural Sustainability. Jan. 2026. DOI
[2584]
S. Nyholm
Social Robots: Culturally Sustainable or Socially Disruptive? The Case of Humanoid Robots.
Social Robots and Cultural Sustainability. Jan. 2026. DOI
Social Robots: Culturally Sustainable or Socially Disruptive? The Case of Humanoid Robots.
Social Robots and Cultural Sustainability. Jan. 2026. DOI
[2583]
X. Zhu • Y. Zeng • J. Guo
Enhancing the Understanding of Urban Green Space Cooling Effects in China's Major Cities with a Sub-Meter Dataset.
Sustainable Cities and Society 136.107051. Jan. 2026. DOI
Enhancing the Understanding of Urban Green Space Cooling Effects in China's Major Cities with a Sub-Meter Dataset.
Sustainable Cities and Society 136.107051. Jan. 2026. DOI
[2582]
B. Chen • T. Hu • C. Zhang • R. Litschko • A. Korhonen • B. Plank
Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective.
Preprint (Jan. 2026). arXiv
Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective.
Preprint (Jan. 2026). arXiv
[2581]
Z. Chen • Y. Wang • Y. Shi • X. Zhu
Reconstructing Building Height from Spaceborne TomoSAR Point Clouds Using a Dual-Topology Network.
Preprint (Jan. 2026). arXiv GitHub
Reconstructing Building Height from Spaceborne TomoSAR Point Clouds Using a Dual-Topology Network.
Preprint (Jan. 2026). arXiv GitHub
[2580]
F. Krause • S. A. Baumann • J. Schusterbauer • O. Grebenkova • M. Gui • V. T. Hu • B. Ommer
Guiding Token-Sparse Diffusion Models.
Preprint (Jan. 2026). arXiv
Guiding Token-Sparse Diffusion Models.
Preprint (Jan. 2026). arXiv
[2579]
Y. Liu • R. Zhao • H. Schütze • M. A. Hedderich
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners.
Preprint (Jan. 2026). arXiv
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners.
Preprint (Jan. 2026). arXiv
[2578]
Q. Wang • V. Bach Nguyen • Y. Liu • F. Splitt • N. Feldhus • C. Seifert • H. Schütze • S. Möller • V. Schmitt
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation.
Preprint (Jan. 2026). arXiv
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation.
Preprint (Jan. 2026). arXiv
[2577]
T. Wenzel
Sharp inverse statements for kernel approximation: Superconvergence and saturation.
Preprint (Jan. 2026). arXiv
Sharp inverse statements for kernel approximation: Superconvergence and saturation.
Preprint (Jan. 2026). arXiv
2025
[2576]
L. Wimmer
Representing and quantifying predictive uncertainty in machine learning.
Dissertation LMU München. Dec. 2025. DOI
Representing and quantifying predictive uncertainty in machine learning.
Dissertation LMU München. Dec. 2025. DOI
[2575]
D. Scheuble • A. Ramazzina • H. Holzhüter • S. Gasperini • S. Peters • F. Tombari • M. Bijelic • F. Heide
Transient LASSO: Transient Large-Scale Scene Reconstruction.
SIGGRAPH ASIA - 18th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia. Hong Kong, China, Dec 15-18, 2025. DOI
Transient LASSO: Transient Large-Scale Scene Reconstruction.
SIGGRAPH ASIA - 18th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia. Hong Kong, China, Dec 15-18, 2025. DOI
[2574]
T. Putterman • D. Lim • Y. Gelberg • M. M. Bronstein • S. Jegelka • H. Maron
GL Equivariant Metanetworks for Learning on Low Rank Weight Spaces.
LOG 2025 - 4th Learning on Graphs Conference. Phoenix, AZ, USA, Dec 10-12, 2025. URL
GL Equivariant Metanetworks for Learning on Low Rank Weight Spaces.
LOG 2025 - 4th Learning on Graphs Conference. Phoenix, AZ, USA, Dec 10-12, 2025. URL
[2573]
J. Weidner • I. Ezhov • M. Balcerak • B. Menze • D. Rückert • B. Wiestler
Train Forwards, Optimize Backwards: Neural Surrogates for Personalized Medical Simulations.
DiffSys @EurIPS 2025 - Workshop on Differentiable Systems and Scientific Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published. Preprint available. URL
Train Forwards, Optimize Backwards: Neural Surrogates for Personalized Medical Simulations.
DiffSys @EurIPS 2025 - Workshop on Differentiable Systems and Scientific Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published. Preprint available. URL
[2572]
V. Margraf • J. Hanselle • J. Rodemann • M. Wever • S. Vollmer • E. Hüllermeier
Imprecise Acquisitions in Bayesian Optimization.
EIML @EurIPS 2025 - Workshop on Epistemic Intelligence in Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. PDF
Imprecise Acquisitions in Bayesian Optimization.
EIML @EurIPS 2025 - Workshop on Epistemic Intelligence in Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. PDF
[2571]
C. Kneissl • C. Bülte • P. Scholl • G. Kutyniok
Uncertainty-aware diffusion models for probabilistic regression.
EIML @EurIPS 2025 - Workshop on Epistemic Intelligence in Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published.
Uncertainty-aware diffusion models for probabilistic regression.
EIML @EurIPS 2025 - Workshop on Epistemic Intelligence in Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published.
[2570]
J. Kobialka • E. Sommer • J. Kwon • D. Dold • D. Rügamer
On the Interplay of Priors and Overparametrization in Bayesian Neural Network Posteriors.
EIML @EurIPS 2025 - Workshop on Epistemic Intelligence in Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published.
On the Interplay of Priors and Overparametrization in Bayesian Neural Network Posteriors.
EIML @EurIPS 2025 - Workshop on Epistemic Intelligence in Machine Learning at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published.
[2569]
R. D. Paul • J. Seiffarth • D. Rügamer • H. Scharr • K. Nöh
Reliable Cell Trackers Say 'I dunno!'.
MedEurIPS @EurIPS 2025 - Workshop Medical Imaging meets EurIPS at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published. Preprint available. URL
Reliable Cell Trackers Say 'I dunno!'.
MedEurIPS @EurIPS 2025 - Workshop Medical Imaging meets EurIPS at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. To be published. Preprint available. URL
[2568]
S. Dandl • F. K. Ewald • E. Valero-Leal • B. Bischl • K. Blesch
Technical Considerations for XAI in AI Governance.
PAIG @EurIPS 2025 - Workshop on Private AI Governance at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. URL
Technical Considerations for XAI in AI Governance.
PAIG @EurIPS 2025 - Workshop on Private AI Governance at the European Conference on Information Processing Systems. Copenhagen, Denmark, Dec 03-05, 2025. URL
[2567]
M. Kiener • J. Bozenhard • G. Kutyniok • S. Nyholm
The ethics of analog AI.
AI and Ethics 6.27. Dec. 2025. DOI
The ethics of analog AI.
AI and Ethics 6.27. Dec. 2025. DOI
[2566]
M. Abrahamowicz • M.-E. Beauchamp • A.-L. Boulesteix • T. P. Morris • W. Sauerbrei • J. S. Kaufman • o. b. o. t. STRATOS Simulation Panel
Efficient Computation of Image Persistence.
Discrete and Computational Geometry 74.4. Dec. 2025. DOI
Efficient Computation of Image Persistence.
Discrete and Computational Geometry 74.4. Dec. 2025. DOI
[2565]
X. Zhu • S. Chen • F. Zhang • Y. Shi • Y. Wang
GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models.
Earth System Science Data 17.12. Dec. 2025. DOI GitHub
GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models.
Earth System Science Data 17.12. Dec. 2025. DOI GitHub
[2564]
D. Gong
Closing the responsibility gap: allocating responsibility according to prerequisite control and expectations for personal benefits.
Ethics and Information Technology 28.8. Dec. 2025. DOI
Closing the responsibility gap: allocating responsibility according to prerequisite control and expectations for personal benefits.
Ethics and Information Technology 28.8. Dec. 2025. DOI
[2563]
S. Dandl • B. Bischl • L. Bothmann
Interpretable Machine Learning for Official Statistics.
Foundations and Advances of Machine Learning in Official Statistics. Dec. 2025. DOI
Interpretable Machine Learning for Official Statistics.
Foundations and Advances of Machine Learning in Official Statistics. Dec. 2025. DOI
[2562]
P. O. Schenk • C. Kern • F. Kreuter
Fairness in Machine Learning for National Statistical Organizations.
Foundations and Advances of Machine Learning in Official Statistics. Dec. 2025. DOI
Fairness in Machine Learning for National Statistical Organizations.
Foundations and Advances of Machine Learning in Official Statistics. Dec. 2025. DOI
[2561]
H. Schulz-Kümpel • A.-L. Boulesteix • S. F. Fischer • R. Hornung
Challenges in Resampling-Based Performance Estimation.
Foundations and Advances of Machine Learning in Official Statistics. Dec. 2025. DOI
Challenges in Resampling-Based Performance Estimation.
Foundations and Advances of Machine Learning in Official Statistics. Dec. 2025. DOI
[2560]
W. Huang • Y. Shi • Z. Xiong • X. Zhu
Height-Assisted Semi-Supervised Building Footprint Extraction From Optical Remote Sensing Images.
IEEE Transactions on Geoscience and Remote Sensing 63. Dec. 2025. DOI GitHub
Height-Assisted Semi-Supervised Building Footprint Extraction From Optical Remote Sensing Images.
IEEE Transactions on Geoscience and Remote Sensing 63. Dec. 2025. DOI GitHub
[2559]
T. Stark • M. Wurm • H. Debray • X. Zhu • H. Taubenböck
Uncertainty aware slum mapping in 55 heterogeneous cities.
International Journal of Applied Earth Observation and Geoinformation 145.104979. Dec. 2025. DOI
Uncertainty aware slum mapping in 55 heterogeneous cities.
International Journal of Applied Earth Observation and Geoinformation 145.104979. Dec. 2025. DOI
[2558]
D. Nardini • A. Bonaudo • I. Ezhov • A. Artemiou • M. Camelia • F. Nozzoli • L. Giannoni • I. Tachtsidis • A. Della Puppa • D. Rückert • P. Ricci • F. Pavone
Versatile and comprehensive hyperspectral imaging tool for molecular neuronavigation: a case study on cerebral gliomas.
Journal of Biomedical Optics 30.12. Dec. 2025. DOI
Versatile and comprehensive hyperspectral imaging tool for molecular neuronavigation: a case study on cerebral gliomas.
Journal of Biomedical Optics 30.12. Dec. 2025. DOI
[2557]
P. Ricci • C. Bonaudo • I. Ezhov • A. Toaha • D. Nardini • M. Camelia • F. Lucidi • F. Nozzoli • T. Mach • I. Tachtsidis • D. Rückert • A. Della Puppa • L. Giannoni • F. S. Pavone
A Label-Free Hyperspectral Imaging Device for Ex Vivo Characterization and Grading of Meningioma Tissues.
Journal of Biophotonics Early Access. Dec. 2025. DOI
A Label-Free Hyperspectral Imaging Device for Ex Vivo Characterization and Grading of Meningioma Tissues.
Journal of Biophotonics Early Access. Dec. 2025. DOI
[2556]
C. Geldhauser • M. Herrmann • D. Janßen
Traveling Phase Interfaces in Viscous Forward–Backward Diffusion Equations.
Journal of Dynamics and Differential Equations.4. Dec. 2025. DOI
Traveling Phase Interfaces in Viscous Forward–Backward Diffusion Equations.
Journal of Dynamics and Differential Equations.4. Dec. 2025. DOI
[2555]
J. Dexl • S. Gatidis • M. Früh • K. Jeblick • A. Mittermeier • A. T. Stüber • B. Schachtner • J. Topalis • M. P. Fabritius • S. Gu • G. K. Murugesan • J. VanOss • J. Ye • J. He • A. Alloula • B. W. Papież • Z. Mesbah • R. Modzelewski • M. Hadlich • Z. Marinov • R. Stiefelhagen • F. Isensee • K. H. Maier-Hein • A. Galdran • K. Nikolaou • C. la Fougère • M. Kim • N. Kallenberg • J. Kleesiek • K. Herrmann • R. Werner • M. Ingrisch • C. C. Cyran • T. Küstner
AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.
Journal of Nuclear Medicine. Dec. 2025. DOI
AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.
Journal of Nuclear Medicine. Dec. 2025. DOI
[2554]
R. Fani • R. Al Attrach • D. Restrepo • Y. Jia • L. A. Celi • P. J. Schüffler
Coefficient of Variation Masking: A Volatility-Aware Strategy for EHR Foundation Models.
ML4H 2025 - Machine Learning for Health Symposium. San Diego, CA, USA, Dec 01-02, 2025. To be published. Preprint available. arXiv
Coefficient of Variation Masking: A Volatility-Aware Strategy for EHR Foundation Models.
ML4H 2025 - Machine Learning for Health Symposium. San Diego, CA, USA, Dec 01-02, 2025. To be published. Preprint available. arXiv
[2553]
F. Sergeev • M. Burger • P. Leshetkina • V. Fortuin • G. Rätsch • R. Kuznetsova
Data-Driven Discovery of Feature Groups in Clinical Time Series.
ML4H 2025 - Machine Learning for Health Symposium. San Diego, CA, USA, Dec 01-02, 2025. To be published. Preprint available. arXiv
Data-Driven Discovery of Feature Groups in Clinical Time Series.
ML4H 2025 - Machine Learning for Health Symposium. San Diego, CA, USA, Dec 01-02, 2025. To be published. Preprint available. arXiv
[2552]
J. W. Grootjen • Y. Weiss • T. Daniel • F. Kahman • S. Mayer
Effects of Cataracts Severities on Eye Movements and Task Performance During a Visual Search Task Through Virtual Reality Simulations.
MUM 2025 - 24th International Conference on Mobile and Ubiquitous Multimedia. Enna, Italy, Dec 01-04, 2025. DOI
Effects of Cataracts Severities on Eye Movements and Task Performance During a Visual Search Task Through Virtual Reality Simulations.
MUM 2025 - 24th International Conference on Mobile and Ubiquitous Multimedia. Enna, Italy, Dec 01-04, 2025. DOI
[2551]
B. Schmitz-Koep • V. Schultz • F. Bongratz • A. Menegaux • M. Thalhammer • S. Schramm • S. H. Kim • C. Zimmer • C. Sorg • C. Wachinger • P. Giannakopoulos • M.-L. Montandon • C. Rodriguez • S. Haller • D. M. Hedderich
Longitudinal assessment of cortical thickness in healthy older individuals: a comparison between CAT12 and freesurfer.
Neuroradiology. Dec. 2025. DOI
Longitudinal assessment of cortical thickness in healthy older individuals: a comparison between CAT12 and freesurfer.
Neuroradiology. Dec. 2025. DOI
[2550]
P. Seidl • M. Szep • S. Breden • F. Charitou • C. Mogler • P. J. Schüffler • R. von Eisenhart-Rothe • I. Lazic • F. Hinterwimmer
LLM-gestützte Extraktion klinischer Daten: Potenziale und Herausforderungen.
Orthopädie. Dec. 2025. DOI
LLM-gestützte Extraktion klinischer Daten: Potenziale und Herausforderungen.
Orthopädie. Dec. 2025. DOI
[2549]
S. Buchka • J. Havla • B. I. Ön • R. Rehms • U. Mansmann
Individual-level surrogacy of MRI lesions for disease severity in RRMS: Methods to quantify predictive power and their application to longitudinal data from recent trials.
PLOS One 20.12. Dec. 2025. DOI
Individual-level surrogacy of MRI lesions for disease severity in RRMS: Methods to quantify predictive power and their application to longitudinal data from recent trials.
PLOS One 20.12. Dec. 2025. DOI
[2548]
D. Racek • Q. Zhang • P. Thurner • X. Zhu • G. Kauermann
Unsupervised Detection of Building Destruction during War from Publicly Available Radar Satellite Imagery.
PNAS Nexus 4.12. Dec. 2025. DOI
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ICLR 2026 Workshop on Memory for LLM-Based Agentic Systems (MemAgents).
Preprint (Dec. 2025). URL
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F. Holm • G. Ghazaei • N. Navab
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Preprint (Dec. 2025). arXiv GitHub
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Preprint (Dec. 2025). arXiv GitHub
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Preprint (Dec. 2025). arXiv
Co-Exploration and Co-Exploitation via Shared Structure in Multi-Task Bandits.
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E. Özeren • M. Aßenmacher
Reinforcement Learning for Latent-Space Thinking in LLMs.
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Reinforcement Learning for Latent-Space Thinking in LLMs.
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Preprint (Dec. 2025). DOI
Hierarchical Structuring of Bilaterally Expanding Subtrace Patterns for Efficient Tree-based Activity Suffix Prediction.
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UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision.
Preprint (Dec. 2025). arXiv GitHub
UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision.
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Preprint (Dec. 2025). arXiv
Digitizing Nepal's Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts.
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Preprint (Dec. 2025). arXiv
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CoVAR: Co-generation of Video and Action for Robotic Manipulation via Multi-Modal Diffusion.
Preprint (Dec. 2025). arXiv
CoVAR: Co-generation of Video and Action for Robotic Manipulation via Multi-Modal Diffusion.
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T. Zehle • T. Heiß • M. Schlager • M. Aßenmacher • M. Feurer
promptolution: A Unified, Modular Framework for Prompt Optimization.
Preprint (Dec. 2025). arXiv
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How reliable are treatment effects in clinical trials with dropout?
CauScien @NeurIPS 2025 - Workshop on Uncovering Causality in Science at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
How reliable are treatment effects in clinical trials with dropout?
CauScien @NeurIPS 2025 - Workshop on Uncovering Causality in Science at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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M. V. Tran • C. L. Müller
Causal Inference Framework for Ocean Microbial Community Responses to Warmer Temperature.
Climate Change AI @NeurIPS 2025 - Workshop on Tackling Climate Change with Machine Learning at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. URL
Causal Inference Framework for Ocean Microbial Community Responses to Warmer Temperature.
Climate Change AI @NeurIPS 2025 - Workshop on Tackling Climate Change with Machine Learning at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. URL
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A. Ramazzina • T. Haab • D. Fitzek • S. Gasperini • J. Uhrig • M. Bijelic
Reasoning with Fewer Eyes: Efficient Visual Token Withdrawal for Multimodal Reasoning.
ER @NeurIPS 2025 - Workshop on Efficient Reasoning at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Reasoning with Fewer Eyes: Efficient Visual Token Withdrawal for Multimodal Reasoning.
ER @NeurIPS 2025 - Workshop on Efficient Reasoning at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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H. Chen • Y. Zhang • Y. Bi • Y. Zhang • T. Liu • J. Bi • J. Lan • C. Grosser • D. Krompaß • J. Gu • N. Navab • V. Tresp
Does Machine Unlearning Truly Remove Knowledge?
Lock-LLM @NeurIPS 2025 - Lock-LLM Workshop: Prevent Unauthorized Knowledge Use from Large Language Models at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Does Machine Unlearning Truly Remove Knowledge?
Lock-LLM @NeurIPS 2025 - Lock-LLM Workshop: Prevent Unauthorized Knowledge Use from Large Language Models at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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Y. E. Şahin • N. Kilbertus • S. Becker
Predicting symbolic ODEs from multiple trajectories.
ML4PS @NeurIPS 2025 - Workshop on Machine Learning and the Physical Sciences at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. PDF
Predicting symbolic ODEs from multiple trajectories.
ML4PS @NeurIPS 2025 - Workshop on Machine Learning and the Physical Sciences at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. PDF
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V. Steidl • X. Zhu
Hierarchical Graph Networks for Forecasting Terrestrial Water Storage Anomalies.
ML4PS @NeurIPS 2025 - Workshop on Machine Learning and the Physical Sciences at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. PDF
Hierarchical Graph Networks for Forecasting Terrestrial Water Storage Anomalies.
ML4PS @NeurIPS 2025 - Workshop on Machine Learning and the Physical Sciences at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. PDF
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Y. Shen • W. Lai • S. Wang • X. Zhang • K. Luo • A. Fraser • M. Sun
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. URL
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. URL
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O. Dhaouadi • R. Marin • J. Meier • J. Kaiser • D. Cremers
OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Oral Presentation. To be published. Preprint available. URL GitHub
OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Oral Presentation. To be published. Preprint available. URL GitHub
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M. Yau • E. Akyürek • J. Mao • J. B. Tenenbaum • S. Jegelka • J. Andreas
Learning Linear Attention in Polynomial Time.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Oral Presentation. To be published. Preprint available. URL
Learning Linear Attention in Polynomial Time.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Oral Presentation. To be published. Preprint available. URL
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N. Araslanov • A. Ribic • D. Cremers
FlowFeat: Pixel-Dense Embedding of Motion Profiles.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
FlowFeat: Pixel-Dense Embedding of Motion Profiles.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
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A. Crăciun • D. Ghoshdastidar
Non-Singularity of the Gradient Descent Map for Neural Networks with Piecewise Analytic Activations.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
Non-Singularity of the Gradient Descent Map for Neural Networks with Piecewise Analytic Activations.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
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T. Decker • V. Tresp • F. Buettner
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
[2496]
C. Kolb • L. Frost • B. Bischl • D. Rügamer
Differentiable Sparsity via D-Gating: Simple and Versatile Structured Penalization.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
Differentiable Sparsity via D-Gating: Simple and Versatile Structured Penalization.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
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T. Löhr • P. Hofman • F. Mohr • E. Hüllermeier
Credal Prediction based on Relative Likelihood.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
Credal Prediction based on Relative Likelihood.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
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Y. Mansour • R. Heckel
Measuring Fingerprints of Web-filtered Text Datasets and Fingerprint Propagation Through Training.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
Measuring Fingerprints of Web-filtered Text Datasets and Fingerprint Propagation Through Training.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
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T. Ressler-Antal • F. Fundel • M. B. Alaya • S. A. Baumann • F. Krause • M. Gui • B. Ommer
DisMo: Disentangled Motion Representations for Open-World Motion Transfer.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
DisMo: Disentangled Motion Representations for Open-World Motion Transfer.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. Spotlight Presentation. To be published. Preprint available. URL
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F. Köhler • N. Thuerey
Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. URL GitHub
Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. URL GitHub
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H. Amad • Z. Qian • D. Frauen • J. Piskorz • S. Feuerriegel • M. van der Schaar
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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H. Baniecki • M. Muschalik • F. Fumagalli • B. Hammer • E. Hüllermeier • P. Biecek
Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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N. Bar • M. Seleznova • Y. Alexander • G. Kutyniok • R. Giryes
Revisiting Glorot Initialization for Long-Range Linear Recurrences.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Revisiting Glorot Initialization for Long-Range Linear Recurrences.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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C. I. Bercea • J. Li • P. Raffler • E. O. Riedel • L. Schmitzer • A. Kurz • F. Bitzer • P. Roßmüller • J. Canisius • M. L. Beyrle • C. Liu • W. Bai • B. Kainz • J. A. Schnabel • B. Wiestler
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
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J. Choi • H. Lim • S. Schneider • J. Choo
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2486]
C. Damke • E. Hüllermeier
Adjusted Count Quantification Learning on Graphs.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Adjusted Count Quantification Learning on Graphs.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2485]
W. Durani • C. Leiber • K. Durani • C. Plant • C. Böhm
Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2484]
L. Eyring • S. Karthik • A. Dosovitskiy • N. Ruiz • Z. Akata
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL GitHub
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL GitHub
[2483]
D. Frauen • V. Melnychuk • J. Schweisthal • M. van der Schaar • S. Feuerriegel
Treatment Effect Estimation for Optimal Decision-Making.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Treatment Effect Estimation for Optimal Decision-Making.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2482]
D. Frauen • M. Schröder • K. Heß • S. Feuerriegel
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2481]
R. Huang • G. Zhai • Z. Bauer • M. Pollefeys • F. Tombari • L. Guibas • G. Huang • F. Engelmann
Video Perception Models for 3D Scene Synthesis.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Video Perception Models for 3D Scene Synthesis.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2480]
T. Kaufmann • Y. Metz • D. A. Keim • E. Hüllermeier
ResponseRank: Data-Efficient Reward Modeling through Preference Strength Learning.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
ResponseRank: Data-Efficient Reward Modeling through Preference Strength Learning.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2479]
M. Kmicikiewicz • V. Fortuin • E. Szczurek
ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2478]
M. Kollovieh • N. Fleischmann • F. Guerranti • B. Charpentier • S. Günnemann
TreeGen: A Bayesian Generative Model for Hierarchies.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
TreeGen: A Bayesian Generative Model for Hierarchies.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2477]
G. König • H. Fokkema • T. Freiesleben • C. Mendler-Dünner • U. von Luxburg
Performative Validity of Recourse Explanations.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Performative Validity of Recourse Explanations.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2476]
Y. Ma • D. Frauen • J. Schweisthal • S. Feuerriegel
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. arXiv
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. arXiv
[2475]
P.-F. Massiani • C. Fiedler • L. Haverbeck • F. Solowjow • S. Trimpe
Kernel conditional tests from learning-theoretic bounds.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Kernel conditional tests from learning-theoretic bounds.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2474]
E. Özsoy • A. Mamur • F. Tristram • C. Pellegrini • M. Wysocki • B. Busam • N. Navab
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2473]
Y. Ozyurt • T. Almaci • S. Feuerriegel • M. Sachan
Personalized Exercise Recommendation with Semantically-Grounded Knowledge Tracing.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Personalized Exercise Recommendation with Semantically-Grounded Knowledge Tracing.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2472]
M. Pach • S. Karthik • Q. Bouniot • S. Belongie • Z. Akata
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2471]
S. N. Ramachandran • M. K. Lal • S. Sra
Cross-fluctuation phase transitions reveal sampling dynamics in diffusion models.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Cross-fluctuation phase transitions reveal sampling dynamics in diffusion models.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2470]
R. Römer • A. Kobras • L. Worbis • A. P. Schöllig
Failure Prediction at Runtime for Generative Robot Policies.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. arXiv GitHub
Failure Prediction at Runtime for Generative Robot Policies.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. arXiv GitHub
[2469]
K. Sakalyan • A. Palma • F. Guerranti • F. J. Theis • S. Günnemann
Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2468]
T. Schmidt • S. Schneider • M. Bethge
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2467]
M. Schröder • D. Frauen • J. Schweisthal • K. Heß • V. Melnychuk • S. Feuerriegel
Conformal Prediction for Causal Effects of Continuous Treatments.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Conformal Prediction for Causal Effects of Continuous Treatments.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2466]
X. Wang • M. Wang • Y. Liu • H. Schütze • B. Plank
Refusal Direction is Universal Across Safety-Aligned Languages.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Refusal Direction is Universal Across Safety-Aligned Languages.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2465]
Y. Wang • Z. Chen • X. Zhu
Learning Generalizable Shape Completion with SIM(3) Equivariance.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Learning Generalizable Shape Completion with SIM(3) Equivariance.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2464]
L. Veloso • L. Hirlimann • P. Wicke • H. Schütze
SLAyiNG: Towards Queer Language Processing.
QueerInAI @NeurIPS 2025 - Queer in AI Workshop at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. arXiv
SLAyiNG: Towards Queer Language Processing.
QueerInAI @NeurIPS 2025 - Queer in AI Workshop at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. arXiv
[2463]
S. Chen • Z. Li • Z. Han • B. He • T. Liu • H. Chen • G. Groh • P. Torr • V. Tresp • J. Gu
Deep Research Brings Deeper Harm.
ReliableML @NeurIPS 2025 - Workshop on Reliable ML from Unreliable Data at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. arXiv GitHub
Deep Research Brings Deeper Harm.
ReliableML @NeurIPS 2025 - Workshop on Reliable ML from Unreliable Data at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. arXiv GitHub
[2462]
J. Lan • Z. Liu • T. Seidl
Human Uncertainty-Aware Reliable Data Selection and Efficient Annotation for Visual Question Answering.
ReliableML @NeurIPS 2025 - Workshop on Reliable ML from Unreliable Data at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Human Uncertainty-Aware Reliable Data Selection and Efficient Annotation for Visual Question Answering.
ReliableML @NeurIPS 2025 - Workshop on Reliable ML from Unreliable Data at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2461]
X. Zhao • L. Krieger • Z. Cao • A. Bangun • H. Scharr • I. Assent
Probabilistic Framework for Robustness of Counterfactual Explanations Under Data Shifts.
ReliableML @NeurIPS 2025 - Workshop on Reliable ML from Unreliable Data at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Probabilistic Framework for Robustness of Counterfactual Explanations Under Data Shifts.
ReliableML @NeurIPS 2025 - Workshop on Reliable ML from Unreliable Data at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2460]
Y. Zhang • Y. Wu • H. Zhang • W. Li • H. Chen • G. Li • Z. Han • V. Tresp
GroundedPRM: Tree-Guided and Fidelity-Aware Process Reward Modeling for Step-Level Reasoning.
SEA @NeurIPS 2025 - Workshop on Scaling Environments for Agents at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
GroundedPRM: Tree-Guided and Fidelity-Aware Process Reward Modeling for Step-Level Reasoning.
SEA @NeurIPS 2025 - Workshop on Scaling Environments for Agents at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2459]
R. Fani • R. Al Attrach • Y. Jia • D. Restrepo • L. A. Celi • P. J. Schüffler
Volatility-Aware Masking Improves Performance and Efficiency of Pretrained EHR Foundation Models.
TS4H @NeurIPS 2025 - Workshop on Learning from Time Series for Health at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
Volatility-Aware Masking Improves Performance and Efficiency of Pretrained EHR Foundation Models.
TS4H @NeurIPS 2025 - Workshop on Learning from Time Series for Health at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. URL
[2458]
Y. Huang • K. Roth • Q. Bouniot • W. Xu • Z. Akata
Towards understanding multimodal in-context learning.
WCTD @NeurIPS 2025 - What Can(’t) Transformers Do? Workshop at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. PDF
Towards understanding multimodal in-context learning.
WCTD @NeurIPS 2025 - What Can(’t) Transformers Do? Workshop at the 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. PDF
[2457]
W. Lai
Adaptation to Data Sparsity in Machine Translation and Large Language Models.
Dissertation TU München. Nov. 2025. URL
Adaptation to Data Sparsity in Machine Translation and Large Language Models.
Dissertation TU München. Nov. 2025. URL
[2456]
T. Mach • D. Rückert • A. Berger • L. Lux • I. Ezhov
Addressing Annotation Scarcity in Hyperspectral Brain Image Segmentation with Unsupervised Domain Adaptation.
SIPAIM 2025 - 21st International Symposium on Biomedical Image Processing and Analysis. Pasto, Colombia, Nov 19-21, 2025. DOI
Addressing Annotation Scarcity in Hyperspectral Brain Image Segmentation with Unsupervised Domain Adaptation.
SIPAIM 2025 - 21st International Symposium on Biomedical Image Processing and Analysis. Pasto, Colombia, Nov 19-21, 2025. DOI
[2455]
W. Durani • P. Jahn • T. Seidl • C. Plant • C. Böhm
MNN-Closure Meets Local Maxima: A Double-Knee Approach to Anomaly Detection.
ICDM 2025 - 25th IEEE International Conference on Data Mining. Washington DC, USA, Nov 12-15, 2025. To be published.
MNN-Closure Meets Local Maxima: A Double-Knee Approach to Anomaly Detection.
ICDM 2025 - 25th IEEE International Conference on Data Mining. Washington DC, USA, Nov 12-15, 2025. To be published.
[2454]
E. Panagiotou • B. Ronval • A. Roy • L. Bothmann • B. Bischl • S. Nijssen • E. Ntoutsi
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees.
ICDM 2025 - 25th IEEE International Conference on Data Mining. Washington DC, USA, Nov 12-15, 2025. To be published. Preprint available. arXiv
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees.
ICDM 2025 - 25th IEEE International Conference on Data Mining. Washington DC, USA, Nov 12-15, 2025. To be published. Preprint available. arXiv
[2453]
S. Casola • Y. J. Liu • S. Peng • O. Kraus • A. Gatt • B. Plank
References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation.
INLG 2025 - 18th International Natural Language Generation Conference. Hanoi, Vietnam, Nov 05-09, 2025. URL
References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation.
INLG 2025 - 18th International Natural Language Generation Conference. Hanoi, Vietnam, Nov 05-09, 2025. URL
[2452]
E. Garces Arias • H. Blocher • J. Rodemann • M. Aßenmacher • C. Jansen
Statistical Multicriteria Evaluation of LLM-Generated Text.
INLG 2025 - 18th International Natural Language Generation Conference. Hanoi, Vietnam, Nov 05-09, 2025. URL
Statistical Multicriteria Evaluation of LLM-Generated Text.
INLG 2025 - 18th International Natural Language Generation Conference. Hanoi, Vietnam, Nov 05-09, 2025. URL
[2451]
L. Edman • A. Fraser
Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs.
BabyLM @EMNLP 2025 - 1st BabyLM Workshop: Accelerating Language Modeling Research with Cognitively Plausible Data at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs.
BabyLM @EMNLP 2025 - 1st BabyLM Workshop: Accelerating Language Modeling Research with Cognitively Plausible Data at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2450]
P. Mondorf • M. Wang • S. Gerstner • A. D. Hakimi • Y. Liu • L. Veloso • S. Zhou • H. Schütze • B. Plank
BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods.
BlackboxNLP @EMNLP 2025 - 8th Workshop on Analyzing and Interpreting Neural Networks for NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods.
BlackboxNLP @EMNLP 2025 - 8th Workshop on Analyzing and Interpreting Neural Networks for NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2449]
A. Fuchs • E. Noltenius • C. Weinzierl • B. Ma • A.-C. Haensch
Measuring Sexism in US Elections: A Comparative Analysis of X Discourse from 2020 to 2024.
CODI @EMNLP 2025 - 6th Workshop on Computational Approaches to Discourse, Context and Document-Level Inferences at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Measuring Sexism in US Elections: A Comparative Analysis of X Discourse from 2020 to 2024.
CODI @EMNLP 2025 - 6th Workshop on Computational Approaches to Discourse, Context and Document-Level Inferences at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2448]
R. Van Der Goot • E. Ploeger • V. Blaschke • T. Samardzic
DistaLs: a Comprehensive Collection of Language Distance Measures.
Demos @EMNLP 2025 - System Demonstrations at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
DistaLs: a Comprehensive Collection of Language Distance Measures.
Demos @EMNLP 2025 - System Demonstrations at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2447]
J. O. Alabi • M. A. Hedderich • D. I. Adelani • D. Klakow
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2446]
Ö. Alacam • S. Hoeken • A. Säuberli • H. Gröner • D. Frassinelli • S. Zarrieß • B. Plank
Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling using Gaze.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling using Gaze.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2445]
L. Bertolazzi • P. Mondorf • B. Plank • R. Bernardi
The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2444]
B. Chen • Y. J. Liu • A. Korhonen • B. Plank
Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2443]
Y. Du • P. Mondorf • S. Casola • Y. Yao • R. Litschko • B. Plank
Reason to Rote: Rethinking Memorization in Reasoning.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Reason to Rote: Rethinking Memorization in Reasoning.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2442]
F. Ghorbanpour • D. Dementieva • A. Fraser
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2441]
R. Li • J. Jian • K. Yuan • Y. Zhu
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2440]
F. Liu • R. Zhao • S. Chen • G. Li • P. Torr • L. Han • J. Gu
Can an Individual Manipulate the Collective Decisions of Multi-Agents?
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Can an Individual Manipulate the Collective Decisions of Multi-Agents?
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2439]
Y. Liu • R. Chen • L. Hirlimann • A. D. Hakimi • M. Wang • A. H. Kargaran • S. Rothe • F. Yvon • H. Schütze
On Relation-Specific Neurons in Large Language Models.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
On Relation-Specific Neurons in Large Language Models.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2438]
S. M. Lo • S. Casola • E. Sezerer • V. Basile • F. Sansonetti • A. Uva • D. Bernardi
PERSEVAL: A Framework for Perspectivist Classification Evaluation.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
PERSEVAL: A Framework for Perspectivist Classification Evaluation.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2437]
H. Luo • Q. Cheng • D. Matos • H. K. Gadi • Y. Zhang • L. Liu • Y. Wang • N. Zeller • D. Cremers • L. Meng
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2436]
N. Nikeghbal • A. H. Kargaran • J. Diesner
CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2435]
Z. Peng • X. Yin • R. Qian • P. Lin • Y. Liu • H. Zhang • C. Ying • Y. Luo
SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2434]
Y. Shen • W. Lai • S. Wang • G. Gao • K. Luo • A. Fraser • M. Sun
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2433]
Z. S. Taghavi • A. Modarressi • Y. Ma • H. Schütze
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2432]
T. K. Temesgen • M. Di Marco • A. Fraser
Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2431]
A. Testoni • B. Plank • R. Fernández
RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2430]
M. Wang • S. Chen • K. Kersting • V. Tresp • Y. Ma
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2429]
M. Wang • L. Lange • H. Adel • Y. Ma • J. Strötgen • H. Schütze
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2428]
C. Wu • B. Ma • Y. Liu • Z. Zhang • N. Deng • Y. Li • B. Chen • Y. Zhang • Y. Xue • B. Plank
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2427]
Y. Zhang • C. Lin • S. Tang • H. Chen • S. Zhou • Y. Ma • V. Tresp
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2426]
P. Hong • B. Chen • S. Peng • M.-C. de Marneffe • B. Plank
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. SAC Highlight Award. DOI
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference.
EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. SAC Highlight Award. DOI
[2425]
M. Amin • M. Aßenmacher
Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports.
FinNLP @EMNLP 2025 - 10th Workshop on Financial Technology and Natural Language Processing at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports.
FinNLP @EMNLP 2025 - 10th Workshop on Financial Technology and Natural Language Processing at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2424]
H. Chen • S. Szyller • W. Xu • N. Himayat
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2423]
D. Dementieva • N. Babakov • A. Fraser
EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2422]
Y. Ding • E. Garces Arias • M. Li • J. Rodemann • M. Aßenmacher • D. Chen • G. Fan • C. Heumann • C. Zhang
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2421]
F. Eichin • C. Schuster • G. Groh • M. A. Hedderich
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2420]
R. Litschko • V. Blaschke • D. Burkhardt • B. Plank • D. Frassinelli
Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2419]
Y. Liu • M. Wang • A. H. Kargaran • F. Körner • E. Nie • B. Plank • F. Yvon • H. Schütze
Tracing Multilingual Factual Knowledge Acquisition in Pretraining.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
Tracing Multilingual Factual Knowledge Acquisition in Pretraining.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2418]
E. Nie • H. Schmid • H. Schütze
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2417]
M. Sengupta • M. Muschalik • F. Fumagalli • B. Hammer • E. Hüllermeier • D. Ghosh • H. Wachsmut
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2416]
A. Wang • D. Shu • Y. Wang • Y. Ma • M. Du
Improving LLM Reasoning through Interpretable Role-Playing Steering.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Improving LLM Reasoning through Interpretable Role-Playing Steering.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2415]
C. Wu • Y. Cai • Y. Liu • P. Zhu • Y. Xue • Z. Gong • J. Hirschberg • B. Ma
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2414]
R. Zhao • B. Chen • B. Plank • M. A. Hedderich
MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2413]
R. Zhao • A. Köksal • A. Modarressi • M. A. Hedderich • H. Schütze
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2412]
S. Zhou • S. Peng • S. Luebke • J. Haßler • M. Haim • S. M. Mohammad • B. Plank
What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2411]
L. Zuo • P. Hong • O. Kraus • B. Plank • R. Litschko
Evaluating Large Language Models for Cross-Lingual Retrieval.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Evaluating Large Language Models for Cross-Lingual Retrieval.
Findings @EMNLP 2025 - Findings of the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2410]
E. Leonardelli • S. Casola • S. Peng • G. Rizzi • V. Basile • E. Fersini • D. Frassinelli • H. Jang • M. Pavlovic • B. Plank • M. Poesio
LeWiDi-2025 at NLPerspectives: The Third Edition of the Learning with Disagreements Shared Task.
LeWiDi @EMNLP 2025 - Learning with Disagreements Track at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
LeWiDi-2025 at NLPerspectives: The Third Edition of the Learning with Disagreements Shared Task.
LeWiDi @EMNLP 2025 - Learning with Disagreements Track at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2409]
C. Ma • Y. Liu • H. Ye • H. Schütze
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts.
MRL @EMNLP 2025 - 5th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts.
MRL @EMNLP 2025 - 5th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2408]
Y. Mao • B. Plank • R. Litschko
Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers.
MRL @EMNLP 2025 - 5th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers.
MRL @EMNLP 2025 - 5th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2407]
H. Ye • A. Wisiorek • A. Maronikolakis • Ö. Alaçam • H. Schütze
A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities.
MRL @EMNLP 2025 - 5th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities.
MRL @EMNLP 2025 - 5th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2406]
S. Eckman • B. Ma • C. Kern • R. Chew • B. Plank • F. Kreuter
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication.
NLPerspectives @EMNLP 2025 - 4th Workshop on Perspectivist Approaches to NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication.
NLPerspectives @EMNLP 2025 - 4th Workshop on Perspectivist Approaches to NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2405]
T. Ruiz • S. Peng • B. Plank • C. Schwemmer
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet).
NLPerspectives @EMNLP 2025 - 4th Workshop on Perspectivist Approaches to NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet).
NLPerspectives @EMNLP 2025 - 4th Workshop on Perspectivist Approaches to NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2404]
E. Garces Arias • J. Rodemann • C. Heumann
The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models.
UncertaiNLP @EMNLP 2025 - 2nd Workshop on Uncertainty-Aware NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models.
UncertaiNLP @EMNLP 2025 - 2nd Workshop on Uncertainty-Aware NLP at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI GitHub
[2403]
S. Okabe • D. Dementieva • M. Di Marco • L. Edman • K. Hämmerl • M. Měškank • A. Hendrichowa • A. Fraser
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA.
WMT @EMNLP 2025 - 10th Conference on Machine Translation at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA.
WMT @EMNLP 2025 - 10th Conference on Machine Translation at the Conference on Empirical Methods in Natural Language Processing. Suzhou, China, Nov 04-09, 2025. DOI
[2402]
J. Rauscher • M. Schmidt • U. Schlegel • M. Bieleke • J. Schüler • D. A. Keim
MotiVAtor: Analyzing Physical Activity Study Data in Lab and Life through Visual Analytics.
VAHC @VIS 2025 - 16th workshop on Visual Analytics in Healthcare at the IEEE Visualization Conference. Vienna, Austria, Nov 02-07, 2025. To be published. Preprint available. PDF
MotiVAtor: Analyzing Physical Activity Study Data in Lab and Life through Visual Analytics.
VAHC @VIS 2025 - 16th workshop on Visual Analytics in Healthcare at the IEEE Visualization Conference. Vienna, Austria, Nov 02-07, 2025. To be published. Preprint available. PDF
[2401]
A. Triantafyllopoulos • A. Spiesberger • I. Tsangko • X. Jing • V. Distler • F. Dietz • F. Alt • B. W. Schuller
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge.
Computer Speech and Language 94.101802. Nov. 2025. DOI
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge.
Computer Speech and Language 94.101802. Nov. 2025. DOI
[2400]
J. Liu • X. Deng • H. Li • A. Kazemi • C. Grashei • G. Wilkens • X. You • T. Groll • N. Navab • C. Mogler • P. J. Schüffler
From Pixels to Pathology: Restoration Diffusion for Diagnostic-Consistent Virtual IHC.
Computers in Biology and Medicine 198.111264. Nov. 2025. DOI
From Pixels to Pathology: Restoration Diffusion for Diagnostic-Consistent Virtual IHC.
Computers in Biology and Medicine 198.111264. Nov. 2025. DOI
[2399]
V. Lehmann • M. Hilpert • Z. Mostaani • S. Hovsepyan • E. Wallace • C. Verzat • S. Feuerriegel • M. Kraus • J. Rosenthal • G. Yilmaz • M. M. Doss • C. Stettler
Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning.
Diabetes Care.dc251680. Nov. 2025. DOI
Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning.
Diabetes Care.dc251680. Nov. 2025. DOI
[2398]
N. Krueger • S. Schallmoser • R. Desai • S. Wang • H. Schunkert • T. Dreischulte • Schneeweiss • A. Kastrati • S. Feuerriegel
Predicting individualized treatment effects of prasugrel vs ticagrelor for acute coronary syndrome: a post hoc analysis of a randomized clinical trial.
European Heart Journal 46.Supplement 1. Nov. 2025. URL
Predicting individualized treatment effects of prasugrel vs ticagrelor for acute coronary syndrome: a post hoc analysis of a randomized clinical trial.
European Heart Journal 46.Supplement 1. Nov. 2025. URL
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M. M. Heimer • J. Dexl • J. Ta • R. Ebner • F. L. Herr • L. Orasanin • K. Jeblick • L. C. Adams • L. K. Shiyam Sundar • A. Tufman • R. A. Werner • G. Sheikh • J. Ricke • M. Ingrisch • M. P. Fabritius • C. C. Cyran
Artificial intelligence for TNM staging in NSCLC: a critical appraisal of segmentation utility in [1⁸F]FDG PET/CT.
European Journal of Nuclear Medicine and Molecular Imaging. Nov. 2025. DOI
Artificial intelligence for TNM staging in NSCLC: a critical appraisal of segmentation utility in [1⁸F]FDG PET/CT.
European Journal of Nuclear Medicine and Molecular Imaging. Nov. 2025. DOI
[2396]
I. Tsangko • A. Triantafyllopoulos • A. Abdelmoula • A. Mallol-Ragolta • B. W. Schuller
Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition.
IEEE Access 13. Nov. 2025. DOI
Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition.
IEEE Access 13. Nov. 2025. DOI
[2395]
Z. Wang • Y. Tan • H. Zhang • R. Wang • B. Hu • Y. Yamamoto • K. Qian • B. W. Schuller
Can Information Representations Inspired by the Human Auditory Perception Benefit Computer Audition-based Disease Detection? An Interpretable Comparative Study.
IEEE Journal of Biomedical and Health Informatics Early Access. Nov. 2025. DOI
Can Information Representations Inspired by the Human Auditory Perception Benefit Computer Audition-based Disease Detection? An Interpretable Comparative Study.
IEEE Journal of Biomedical and Health Informatics Early Access. Nov. 2025. DOI
[2394]
D. Huang • N. Navab • Z. Jiang
Improving Robustness to Out-of-Distribution States in Imitation Learning via Deep Koopman-Boosted Diffusion Policy.
IEEE Transactions on Robotics Early Access. Nov. 2025. DOI GitHub
Improving Robustness to Out-of-Distribution States in Imitation Learning via Deep Koopman-Boosted Diffusion Policy.
IEEE Transactions on Robotics Early Access. Nov. 2025. DOI GitHub
[2393]
S. Bamberger • R. Heckel • F. Krahmer
Approximating Positive Homogeneous Functions with Scale Invariant Neural Networks.
Journal of Approximation Theory 311.106177. Nov. 2025. DOI
Approximating Positive Homogeneous Functions with Scale Invariant Neural Networks.
Journal of Approximation Theory 311.106177. Nov. 2025. DOI
[2392]
S. Abdulsalaam • M. Ali
Rank-sparsity decomposition for planted quasi clique recovery.
Journal of Global Optimization. Nov. 2025. DOI
Rank-sparsity decomposition for planted quasi clique recovery.
Journal of Global Optimization. Nov. 2025. DOI
[2391]
A. Reithmeir • V. Spieker • V. Sideri-Lampretsa • D. Rückert • J. A. Schnabel • V. A. Zimmer
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review.
Medical Image Analysis.103854. Nov. 2025. In press. DOI
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review.
Medical Image Analysis.103854. Nov. 2025. In press. DOI
[2390]
K. Flöge • S. Udayakumar • J. Sommer • M. Piraud • S. Kesselheim • V. Fortuin • S. Günneman • K. J. van der Weg • H. Gohlke • E. Merdivan • A. Bazarova
OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders.
PLOS Computational Biology 21.11. Nov. 2025. DOI
OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders.
PLOS Computational Biology 21.11. Nov. 2025. DOI
[2389]
J. Topalis • J. Dexl • K. Jeblick • R. Klaar • C. Kurz • T. Löhr • A. Mittermeier • B. Schachtner • A. T. Stüber • T. Weber • P. Wesp • J. Ricke • M. Seidensticker • G. Landry • M. Ingrisch • O. Dietrich
Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI.
PLOS One 20.11. Nov. 2025. DOI
Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI.
PLOS One 20.11. Nov. 2025. DOI
[2388]
N. Bouchahda • F. Scheipl • W. Rouetbi • K. Hafi • M. Y. Kallela • A. Najjar • N. B. Mahmoud • M. B. Salem • M. H. Ibrahim • S. Habib • H. Mani • S. Aloui • M. B. Messaoud • H. Skhiri
Left ventricular untwist determines intradialytic hemodynamics and outcomes in mildly reduced and preserved ejection fraction patients.
Physiological Reports 13.21. Nov. 2025. DOI
Left ventricular untwist determines intradialytic hemodynamics and outcomes in mildly reduced and preserved ejection fraction patients.
Physiological Reports 13.21. Nov. 2025. DOI
[2387]
F. Kreuter
AAPOR Presidential Address 'That Ain’t the Way I Heard It!' On the Role of Surveys in Shaping (and Being Shaped by) Generative AI.
Public Opinion Quarterly 89.3. Nov. 2025. DOI
AAPOR Presidential Address 'That Ain’t the Way I Heard It!' On the Role of Surveys in Shaping (and Being Shaped by) Generative AI.
Public Opinion Quarterly 89.3. Nov. 2025. DOI
[2386]
P. Höhn • K. Heidler • R. Behling • X. Zhu
A Spatio-Temporal Dataset for Satellite-Based Landslide Detection.
Scientific Data 12.1772. Nov. 2025. DOI
A Spatio-Temporal Dataset for Satellite-Based Landslide Detection.
Scientific Data 12.1772. Nov. 2025. DOI
[2385]
S. S. Boushehri • S. Kazeminia • A. Gruber • C. Matek • K. Spiekermann • C. Pohlkamp • T. Haferlach • C. Marr
A large expert-annotated single-cell peripheral blood dataset for hematological disease diagnostics.
Scientific Data 12.1773. Nov. 2025. DOI
A large expert-annotated single-cell peripheral blood dataset for hematological disease diagnostics.
Scientific Data 12.1773. Nov. 2025. DOI
[2384]
M. Herrmann • M. Herrmann
Discussion of the Paper 'Connecting Model-Based and Model-Free Approaches to Linear Least Squares Regression' by Lutz Dümbgen and Laurie Davies (2024).
Statistica 84. Nov. 2025. DOI GitHub
Discussion of the Paper 'Connecting Model-Based and Model-Free Approaches to Linear Least Squares Regression' by Lutz Dümbgen and Laurie Davies (2024).
Statistica 84. Nov. 2025. DOI GitHub
[2383]
S. Lumpp • M. Drton
On weak convergence of Gaussian conditional distributions.
Statistics and Probability Letters 226.110497. Nov. 2025. DOI
On weak convergence of Gaussian conditional distributions.
Statistics and Probability Letters 226.110497. Nov. 2025. DOI
[2382]
F. J. D. Lange • J. C. Wilcke • S. Hoffmann • M. Herrmann • A.-L. Boulesteix
On 'confirmatory' methodological research in statistics and related fields.
Statistics in Medicine 44.25-27. Nov. 2025. DOI
On 'confirmatory' methodological research in statistics and related fields.
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DCASE 2025 - Workshop on Detection and Classification of Acoustic Scenes and Events. Barcelona, Spain, Oct 30-31, 2025. DOI
Towards Audio-based Zero-Shot Action Recognition in Kitchen Environments.
DCASE 2025 - Workshop on Detection and Classification of Acoustic Scenes and Events. Barcelona, Spain, Oct 30-31, 2025. DOI
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LoCo: Training-Free Layout-to-Image Synthesis with Localized Constraints.
MM 2025 - 33rd ACM International Conference on Multimedia. Dublin, Ireland, Oct 27-31, 2025. DOI
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MM 2025 - 33rd ACM International Conference on Multimedia. Dublin, Ireland, Oct 27-31, 2025. DOI
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ICCAD 2025 - 44th IEEE/ACM International Conference on Computer-Aided Design. Munich, Germany, Oct 26-30, 2025. DOI
Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms.
ICCAD 2025 - 44th IEEE/ACM International Conference on Computer-Aided Design. Munich, Germany, Oct 26-30, 2025. DOI
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Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study.
GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. DOI
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GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. DOI
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Road Obstacle Video Segmentation.
GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. DOI
Road Obstacle Video Segmentation.
GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. DOI
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On the Dangers of Bootstrapping Generation for Continual Learning and Beyond.
GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. DOI
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GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. DOI
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CoProU-VO: Combining Projected Uncertainty for End-to-End Unsupervised Monocular Visual Odometry.
GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. Best Paper Award. DOI
CoProU-VO: Combining Projected Uncertainty for End-to-End Unsupervised Monocular Visual Odometry.
GCPR 2025 - German Conference on Pattern Recognition. Freiburg, Germany, Oct 23-26, 2025. Best Paper Award. DOI
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Addressing data heterogeneity, scarcity, and training efficiency in privacy-preserving federated learning.
Dissertation LMU München. Oct. 2025. DOI
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Human-centered privacy in intelligent environments.
Dissertation LMU München. Oct. 2025. DOI
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Dissertation LMU München. Oct. 2025. DOI
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Unintended Impacts of Automation for Integration? Simulating Integration Outcomes of Algorithm-Based Refugee Allocation in Germany.
AIES 2025 - AAAI/ACM Conference on AI, Ethics, and Society. Madrid, Spain, Oct 20-25, 2025. DOI
Unintended Impacts of Automation for Integration? Simulating Integration Outcomes of Algorithm-Based Refugee Allocation in Germany.
AIES 2025 - AAAI/ACM Conference on AI, Ethics, and Society. Madrid, Spain, Oct 20-25, 2025. DOI
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Beyond Proxy Variables: Extending Refugee Allocation Algorithms for Equitable Predictions.
AIES 2025 - AAAI/ACM Conference on AI, Ethics, and Society. Madrid, Spain, Oct 20-25, 2025. DOI
Beyond Proxy Variables: Extending Refugee Allocation Algorithms for Equitable Predictions.
AIES 2025 - AAAI/ACM Conference on AI, Ethics, and Society. Madrid, Spain, Oct 20-25, 2025. DOI
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SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms.
ICPM 2025 - 7th International Conference on Process Mining. Montevideo, Uruguay, Oct 20-24, 2025. DOI
SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms.
ICPM 2025 - 7th International Conference on Process Mining. Montevideo, Uruguay, Oct 20-24, 2025. DOI
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Introducing k-traceoids: A Structure-Preserving Trace Clustering Framework.
ML4PM @ICPM 2025 - 6th International Workshop on Leveraging Machine Learning in Process Mining at the 7th International Conference on Process Mining. Montevideo, Uruguay, Oct 20-24, 2025. PDF
Introducing k-traceoids: A Structure-Preserving Trace Clustering Framework.
ML4PM @ICPM 2025 - 6th International Workshop on Leveraging Machine Learning in Process Mining at the 7th International Conference on Process Mining. Montevideo, Uruguay, Oct 20-24, 2025. PDF
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UltraNBA Neural Bundle Adjustment for Pose Refinement in 3D Freehand Ultrasound.
APAH @ICCV 2025 - 1st Workshop on Advanced Perception for Autonomous Healthcare at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
UltraNBA Neural Bundle Adjustment for Pose Refinement in 3D Freehand Ultrasound.
APAH @ICCV 2025 - 1st Workshop on Advanced Perception for Autonomous Healthcare at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
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CSG-Fusion: Consistent Sparse-View Gaussian Splatting via Matching-based Fusion.
E2E3D @ICCV 2025 - Workshop on End-to-End 3D Learning at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. Best Paper Award. To be published. Preprint available. URL
CSG-Fusion: Consistent Sparse-View Gaussian Splatting via Matching-based Fusion.
E2E3D @ICCV 2025 - Workshop on End-to-End 3D Learning at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. Best Paper Award. To be published. Preprint available. URL
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TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. URL GitHub
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. URL GitHub
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SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
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What If: Understanding Motion Through Sparse Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
What If: Understanding Motion Through Sparse Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
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Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
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R. Hartwig • D. Muhle • R. Marin • D. Cremers
GECO: Geometrically Consistent Embedding with Lightspeed Inference.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
GECO: Geometrically Consistent Embedding with Lightspeed Inference.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2312]
J. Huang • S. R. Vutukur • P. K. Yu • N. Navab • S. Ilic • B. Busam
RayPose: Ray Bundling Diffusion for Template Views in Unseen 6D Object Pose Estimation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
RayPose: Ray Bundling Diffusion for Template Views in Unseen 6D Object Pose Estimation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2311]
A. Jevtić • C. Reich • F. Wimbauer • O. Hahn • C. Rupprecht • S. Roth • D. Cremers
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2310]
S. Karthik • H. Coskun • Z. Akata • S. Tulyakov • J. Ren • A. Kag
Scalable Ranked Preference Optimization for Text-to-Image Generation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
Scalable Ranked Preference Optimization for Text-to-Image Generation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
[2309]
S. Kolek • A. Chattopadhyay • K. H. R. Chan • H. Andrade-Loarca • G. Kutyniok • R. Vidal
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2308]
S. Kondylatos • N. Bountos • D. Michail • X. Zhu • G. Camps-Valls • I. Papoutsis
On the Generalization of Representation Uncertainty in Earth Observation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv GitHub
On the Generalization of Representation Uncertainty in Earth Observation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv GitHub
[2307]
F. Krause • T. Phan • M. Gui • S. A. Baumann • V. T. Hu • B. Ommer
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
[2306]
P. Ma • M. Gui • J. Schusterbauer • X. Yang • O. Grebenkova • V. T. Hu • B. Ommer
Stochastic Interpolants for Revealing Stylistic Flows across the History of Art.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
Stochastic Interpolants for Revealing Stylistic Flows across the History of Art.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2305]
P. Ma • X. Yang • Y. Li • M. Gui • F. Krause • J. Schusterbauer • B. Ommer
SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2304]
R. D. Paul • J. Seiffarth • D. Rügamer • K. Nöh • H. Scharr
How To Make Your Cell Tracker Say 'I dunno!'.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
How To Make Your Cell Tracker Say 'I dunno!'.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2303]
S. Schmidt • J. Koerner • D. Fuchsgruber • S. Gasperini • F. Tombari • S. Günnemann
Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2302]
Y. Wang • Z. Xiong • C. Liu • A. J. Stewart • T. Dujardin • N. I. Bountos • A. Zavras • F. Gerken • I. Papoutsis • L. Leal-Taixé • X. Zhu
Towards a Unified Copernicus Foundation Model for Earth Vision.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv GitHub
Towards a Unified Copernicus Foundation Model for Earth Vision.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv GitHub
[2301]
T. N. Wolf • E. Kavak • F. Bongratz • C. Wachinger
SIC: Similarity-Based Interpretable Image Classification with Neural Networks.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
SIC: Similarity-Based Interpretable Image Classification with Neural Networks.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2300]
P. Wulff • F. Wimbauer • D. Muhle • D. Cremers
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2299]
Y. Xia • Y. Lu • R. Song • O. Dhaouadi • J. F. Henriques • D. Cremers
TrafficLoc: Localizing Traffic Surveillance Cameras in 3D Scenes.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
TrafficLoc: Localizing Traffic Surveillance Cameras in 3D Scenes.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2298]
X. You • R. Yang • C. Zhang • Z. Jiang • J. Yang • N. Navab
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2297]
D. Zverev • T. Wiedemer • A. Prabhu • M. Bethge • W. Brendel • A. S. Koepke
VGGSounder: Audio-Visual Evaluations for Foundation Models.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
VGGSounder: Audio-Visual Evaluations for Foundation Models.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2296]
L. Bastian • M. Rashed • N. Navab • T. Birdal
Forecasting Continuous Non-Conservative Dynamical Systems in SO(3).
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. Oral Presentation. arXiv
Forecasting Continuous Non-Conservative Dynamical Systems in SO(3).
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. Oral Presentation. arXiv
[2295]
X. Gong • O. Hahn • C. Reich • K. Singh • S. Schaub-Meyer • D. Cremers • S. Roth
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery.
ILR+G @ICCV 2025 - Workshop on Instance-Level Recognition and Generation at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv GitHub
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery.
ILR+G @ICCV 2025 - Workshop on Instance-Level Recognition and Generation at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv GitHub
[2294]
Z. Chen • C. Li • X. Li • D. Huang • Z. Jiang • S. Speidel • X. Chu • K. W. S. Au
Vibration-Based Energy Metric for Restoring Needle Alignment in Autonomous Robotic Ultrasound.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
Vibration-Based Energy Metric for Restoring Needle Alignment in Autonomous Robotic Ultrasound.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
[2293]
M. de Mayo • D. Cremers • T. Pire
The Monado SLAM Dataset for Egocentric Visual-Inertial Tracking.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
The Monado SLAM Dataset for Egocentric Visual-Inertial Tracking.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
[2292]
S. Wang • Q. Cheng • Q. Cheng • W. Zhang • S.-C. Wu • N. Zeller • D. Cremers • N. Navab
VoxNeRF: Bridging Voxel Representation and Neural Radiance Fields for Enhanced Indoor View Synthesis.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
VoxNeRF: Bridging Voxel Representation and Neural Radiance Fields for Enhanced Indoor View Synthesis.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
[2291]
Y. Zhang • D. Huang • N. Navab • Z. Jiang
Tactile-Guided Robotic Ultrasound: Mapping Preplanned Scan Paths for Intercostal Imaging.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
Tactile-Guided Robotic Ultrasound: Mapping Preplanned Scan Paths for Intercostal Imaging.
IROS 2025 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Hangzhou, China, Oct 19-25, 2025. DOI
[2290]
R. Liao • G. Huang • Q. Cheng • T. Seidl • D. Cremers • V. Tresp
When and Where do Events Switch in Multi-Event Video Generation?
LongVid-Foundations @ICCV 2025 - 1st Workshop on Long Multi-Scene Video Foundations: Generation, Understanding and Evaluation at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
When and Where do Events Switch in Multi-Event Video Generation?
LongVid-Foundations @ICCV 2025 - 1st Workshop on Long Multi-Scene Video Foundations: Generation, Understanding and Evaluation at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. arXiv
[2289]
N. T. Duc • A. Sonnweber • M. Weber • N. Araslanov • D. Cremers
The Diashow Paradox: Stronger 3D-Aware Representations Emerge from Image Sets, Not Videos.
SP4V @ICCV 2025 - Structural Priors for Vision Workshop at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
The Diashow Paradox: Stronger 3D-Aware Representations Emerge from Image Sets, Not Videos.
SP4V @ICCV 2025 - Structural Priors for Vision Workshop at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL
[2288]
W. Li • J. Huang • H. Jung • G. Zhai • P. Z. Ramirez • A. Costanzino • F. Tosi • M. Poggi • L. Di Stefano • J.-B. Weibel • D. Antensteiner • M. Vincze • J. He • Y. Wang • K. Zhang • L. Jiao • L. Li • F. Liu • W. Ma • B. Busam
TRICKY 2025 HouseCat6D Object Pose Estimation Challenge with Specular and Transparent Surfaces.
TRICKY @ICCV 2025 - Transparent & Reflective objects In the wild Challenges at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
TRICKY 2025 HouseCat6D Object Pose Estimation Challenge with Specular and Transparent Surfaces.
TRICKY @ICCV 2025 - Transparent & Reflective objects In the wild Challenges at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub
[2287]
Z. Jonassen • K. Lawrence • B. M. Wiesenfeld • S. Feuerriegel • D. Mann
A qualitative analysis of remote patient monitoring: how a paradox mindset can support balancing emotional tensions in the design of healthcare technologies.
CSCW 2025 - 28th ACM SIGCHI Conference on Computer-Supported Cooperative Work and Social Computing. Bergen, Norway, Oct 18-22, 2025. To be published. Preprint available. DOI
A qualitative analysis of remote patient monitoring: how a paradox mindset can support balancing emotional tensions in the design of healthcare technologies.
CSCW 2025 - 28th ACM SIGCHI Conference on Computer-Supported Cooperative Work and Social Computing. Bergen, Norway, Oct 18-22, 2025. To be published. Preprint available. DOI
[2286]
P. Kolpaczki
Approximating the shapley value and shapley interactions.
Dissertation LMU München. Oct. 2025. DOI
Approximating the shapley value and shapley interactions.
Dissertation LMU München. Oct. 2025. DOI
[2285]
S. Chen • J. Liu • Z. Han • Y. Xia • D. Cremers • P. Torr • V. Tresp • J. Gu
True Multimodal In-Context Learning Needs Attention to the Visual Context.
COLM 2025 - Conference on Language Modeling. Montreal, Canada, Oct 07-09, 2025. URL GitHub
True Multimodal In-Context Learning Needs Attention to the Visual Context.
COLM 2025 - Conference on Language Modeling. Montreal, Canada, Oct 07-09, 2025. URL GitHub
[2284]
L. von der Heyde
Who Counts? The Potentials and Pitfalls of Using LLMs in Survey Research.
NLPOR @COLM 2025 - 1st Workshop on Bridging NLP and Public Opinion Research at the Conference on Language Modeling. Montreal, Canada, Oct 07-09, 2025. URL
Who Counts? The Potentials and Pitfalls of Using LLMs in Survey Research.
NLPOR @COLM 2025 - 1st Workshop on Bridging NLP and Public Opinion Research at the Conference on Language Modeling. Montreal, Canada, Oct 07-09, 2025. URL
[2283]
L. von der Heyde • A.-C. Haensch • B. Weiß • J. Daikeler
AIn't Nothing But a Survey? Using Large Language Models for Coding German Open-Ended Survey Responses on Survey Motivation.
NLPOR @COLM 2025 - 1st Workshop on Bridging NLP and Public Opinion Research at the Conference on Language Modeling. Montreal, Canada, Oct 07-09, 2025. URL
AIn't Nothing But a Survey? Using Large Language Models for Coding German Open-Ended Survey Responses on Survey Motivation.
NLPOR @COLM 2025 - 1st Workshop on Bridging NLP and Public Opinion Research at the Conference on Language Modeling. Montreal, Canada, Oct 07-09, 2025. URL
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J. Beck
Improving annotation quality: empirical insights into bias, human-AI collaboration, and workflow design.
Dissertation LMU München. Oct. 2025. DOI
Improving annotation quality: empirical insights into bias, human-AI collaboration, and workflow design.
Dissertation LMU München. Oct. 2025. DOI
[2281]
S. Ji • J. Yuan • B. Zhang • A. Sanin • L. Merker • Z. Zhang • J. • H. S. Stein
Continuous Physics-Informed Learning Expedited Battery Mechanism Decoupling.
Advanced Science Early Access. Oct. 2025. DOI
Continuous Physics-Informed Learning Expedited Battery Mechanism Decoupling.
Advanced Science Early Access. Oct. 2025. DOI
[2280]
S. Schluessel • B. Mueller • M. Drey • O. Tausendfreund • M. Rippl • L. Deissler • S. Martini • R. Schmidmaier • S. Stoecklein • M. Ingrisch
3D deep learning-based muscle volume quantification from thoracic CT as a surrogate for DXA-Derived appendicular muscle mass in older adults.
Aging Clinical and Experimental Research 37.296. Oct. 2025. DOI
3D deep learning-based muscle volume quantification from thoracic CT as a surrogate for DXA-Derived appendicular muscle mass in older adults.
Aging Clinical and Experimental Research 37.296. Oct. 2025. DOI
[2279]
E. O. Riedel • F. Bongratz • P. T. Zebhauser • M. Mühlau • C. Wachinger • D. M. Hedderich
Febrile Infection-Related Epilepsy Syndrome (FIRES) in a Young Adult: A Case Report Highlighting Advanced Neuroimaging.
Clinical Neuroradiology . Oct. 2025. DOI
Febrile Infection-Related Epilepsy Syndrome (FIRES) in a Young Adult: A Case Report Highlighting Advanced Neuroimaging.
Clinical Neuroradiology . Oct. 2025. DOI
[2278]
C. Saueressig • C. Delbridge • D. Scholz • A. Kazemi • M. Z. Khan • M. Metz • B. Meyer • M. Mitsdoerffer • P. J. Schüffler • B. Wiestler
From histology to diagnosis: Leveraging pathology foundation models for glioma classification.
Computers in Biology and Medicine 197.Part A. Oct. 2025. DOI
From histology to diagnosis: Leveraging pathology foundation models for glioma classification.
Computers in Biology and Medicine 197.Part A. Oct. 2025. DOI
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J. Löchner • M. Bolivar • L. Booth • S. Canella • M. Calobro • J. Firth • A. Garcia-Palacios • A. Kyritsaka • L. B. Sander • C. Seiferth • L. Seizer • . Teesson • J. Tyrowicz • L. Vogel • E. Wheeler • J. Wolstein • B. W. Schuller
Multidisciplinary perspectives on personalised prevention in youth mental health.
Frontiers in Digital Health 7. Oct. 2025. DOI
Multidisciplinary perspectives on personalised prevention in youth mental health.
Frontiers in Digital Health 7. Oct. 2025. DOI
[2276]
M. Schlicher • Y. Li • S. M. K. Murthy • Q. Sun • B. W. Schuller
Emotionally Adaptive Support: A Narrative Review of Affective Computing for Mental Health.
Frontiers in Digital Health 7. Oct. 2025. DOI
Emotionally Adaptive Support: A Narrative Review of Affective Computing for Mental Health.
Frontiers in Digital Health 7. Oct. 2025. DOI
[2275]
D. Ostermeier • J. Külz • M. Althoff
Automatic Geometric Decomposition for Analytical Inverse Kinematics.
IEEE Robotics and Automation Letters 10.10. Oct. 2025. DOI
Automatic Geometric Decomposition for Analytical Inverse Kinematics.
IEEE Robotics and Automation Letters 10.10. Oct. 2025. DOI
[2274]
W. Zhang • Q. Cheng • D. Skuddis • N. Zeller • D. Cremers • N. Haala
HI-SLAM2: Geometry-Aware Gaussian SLAM for Fast Monocular Scene Reconstruction.
IEEE Transactions on Robotics 41. Oct. 2025. DOI GitHub
HI-SLAM2: Geometry-Aware Gaussian SLAM for Fast Monocular Scene Reconstruction.
IEEE Transactions on Robotics 41. Oct. 2025. DOI GitHub
[2273]
H. Li • X. Meng • X. Zuo • Z. Liu • H. Wang • D. Cremers
PG-SLAM: Photo-realistic and Geometry-aware RGB-D SLAM in Dynamic Environments.
IEEE Transactions on Robotics Early Access. Oct. 2025. DOI
PG-SLAM: Photo-realistic and Geometry-aware RGB-D SLAM in Dynamic Environments.
IEEE Transactions on Robotics Early Access. Oct. 2025. DOI
[2272]
Á. F. Junquera • C. Kern
From rules to forests: rule-based versus statistical models for jobseeker profiling.
Journal for Labour Market Research 59.26. Oct. 2025. Preprint. DOI
From rules to forests: rule-based versus statistical models for jobseeker profiling.
Journal for Labour Market Research 59.26. Oct. 2025. Preprint. DOI
[2271]
Y. S. Wang • M. Kolar • M. Drton
Confidence Sets for Causal Orderings.
Journal of the American Statistical Association. Oct. 2025. DOI
Confidence Sets for Causal Orderings.
Journal of the American Statistical Association. Oct. 2025. DOI
[2270]
Y. Bi • L. Huang • R. Clarenbach • R. Ghotbi • A. Karlas • N. Navab • Z. Jiang
Synomaly noise and multi-stage diffusion: A novel approach for unsupervised anomaly detection in medical images.
Medical Image Analysis 105.103737. Oct. 2025. DOI GitHub
Synomaly noise and multi-stage diffusion: A novel approach for unsupervised anomaly detection in medical images.
Medical Image Analysis 105.103737. Oct. 2025. DOI GitHub
[2269]
L. Skapetze • D. Koller • A. Zwergal • S. Feuerriegel • A. Rubinski • E. Grill
Monitoring changes in vitamin D levels during the COVID-19 pandemic with routinely-collected laboratory data.
Nature Communications 16.8772. Oct. 2025. DOI
Monitoring changes in vitamin D levels during the COVID-19 pandemic with routinely-collected laboratory data.
Nature Communications 16.8772. Oct. 2025. DOI
[2268]
P. T. da Silva • A. Karollus • J. Hingerl • G. S. T. Galindez • N. Wagner • X. Hernandez-Alias • D. Incarnato • J. Gagneur
Nucleotide dependency analysis of genomic language models detects functional elements.
Nature Genetics 57. Oct. 2025. DOI
Nucleotide dependency analysis of genomic language models detects functional elements.
Nature Genetics 57. Oct. 2025. DOI
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J. Hingerl • L. D. Martens • A. Karollus • T. Manz • J. D. Buenrostro • F. J. Theis • J. Gagneur
scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution.
Nature Methods. Oct. 2025. DOI
scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution.
Nature Methods. Oct. 2025. DOI
[2266]
O. Åström • C. Geldhauser • M. Grillitsch • O. Hall • A. Sopasakis
Enhancing Carbon Emission Reduction Strategies using OCO and ICOS data.
Scientific Reports 15.36297. Oct. 2025. DOI
Enhancing Carbon Emission Reduction Strategies using OCO and ICOS data.
Scientific Reports 15.36297. Oct. 2025. DOI
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K. Hechinger • C. Schweden • X. Zhu • G. Kauermann
Human-in-the-loop: Towards label embeddings for assessing classification difficulty.
Statistical Modelling Early Access. Oct. 2025. DOI
Human-in-the-loop: Towards label embeddings for assessing classification difficulty.
Statistical Modelling Early Access. Oct. 2025. DOI
[2264]
D. Dobler • H. Binder • A.-L. Boulesteix • J.-B. Igelmann • D. Köhler • U. Mansmann • M. Pauly • A. Scherag • M. Schmid • A. A. Tawil • S. Weber
ChatGPT as a Tool for Biostatisticians: A Tutorial on Applications, Opportunities, and Limitations.
Statistics in Medicine 44.23-24. Oct. 2025. DOI
ChatGPT as a Tool for Biostatisticians: A Tutorial on Applications, Opportunities, and Limitations.
Statistics in Medicine 44.23-24. Oct. 2025. DOI
[2263]
M. Wünsch • M. Noltenius • M. Mohr • T. P. Morris • A.-L. Boulesteix
Rethinking the Handling of Method Failure in Comparison Studies.
Statistics in Medicine 44.23-24. Oct. 2025. DOI
Rethinking the Handling of Method Failure in Comparison Studies.
Statistics in Medicine 44.23-24. Oct. 2025. DOI
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N. Lercari • A. Fandrei • Z. Zellmann • Y. Du • M. Yacoub • D. Calderone • R. Brancato • S. Scerra • D. Tanasi • R. Lanteri • D. Rügamer
Semi-automated LiDAR Vegetation Classification for Mediterranean Archaeology: Designing a Pipeline Leveraging a Multi-Layer Stacked Ensemble Approach.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-M-9-2025. Oct. 2025. DOI GitHub
Semi-automated LiDAR Vegetation Classification for Mediterranean Archaeology: Designing a Pipeline Leveraging a Multi-Layer Stacked Ensemble Approach.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-M-9-2025. Oct. 2025. DOI GitHub
[2261]
L. Weissweiler • A. Köksal • H. Schütze
Hybrid Human-LLM Corpus Construction and LLM Evaluation for the Caused-Motion Construction.
The Northern European Journal of Language Technology 11.1. Oct. 2025. DOI
Hybrid Human-LLM Corpus Construction and LLM Evaluation for the Caused-Motion Construction.
The Northern European Journal of Language Technology 11.1. Oct. 2025. DOI
[2260]
P. Foth • L. Gosch • S. Geisler • L. Schwinn • S. Günnemann
Adversarial Robustness of Graph Transformers.
Transactions on Machine Learning Research. Oct. 2025. URL
Adversarial Robustness of Graph Transformers.
Transactions on Machine Learning Research. Oct. 2025. URL
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S. Rittel • S. Tschiatschek
Expressiveness of Parametrized Distributions over DAGs for Causal Discovery.
Transactions on Machine Learning Research. Oct. 2025. URL
Expressiveness of Parametrized Distributions over DAGs for Causal Discovery.
Transactions on Machine Learning Research. Oct. 2025. URL
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D. Köhler • D. Rügamer • L. Boyle • K. Maloney • M. Schmid
Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects.
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Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects.
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ADBIS 2025 - European Conference on Advances in Databases and Information Systems. Tampere, Finland, Sep 23-26, 2025. DOI
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Evaluation of Deformable Image Registration Under Alignment-Regularity Trade-Off.
BRIDGE @MICCAI 2025 - Workshop on Bridging Regulatory Science and Medical AI at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
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CDMRI @MICCAI 2025 - Workshop on Computational Diffusion MRI at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. arXiv
From Fiber Tracts to Tumor Spread: Biophysical Modeling of Butterfly Glioma Growth Using Diffusion Tensor Imaging.
CDMRI @MICCAI 2025 - Workshop on Computational Diffusion MRI at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. arXiv
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CLIP @MICCAI 2025 - 14th International Workshop on Clinical Image-Based Procedures at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Automated Constraint-Aware X-ray View Planning for Vascular Interventions Using Preoperative CTA.
CLIP @MICCAI 2025 - 14th International Workshop on Clinical Image-Based Procedures at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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CMMCA @MICCAI 2025 - Workshop on Computational Mathematics Modeling in Cancer Analysis at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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CMMCA @MICCAI 2025 - Workshop on Computational Mathematics Modeling in Cancer Analysis at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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CMMCA @MICCAI 2025 - Workshop on Computational Mathematics Modeling in Cancer Analysis at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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CMMCA @MICCAI 2025 - Workshop on Computational Mathematics Modeling in Cancer Analysis at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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COLAS @MICCAI 2025 - Workshop on Collaborative Intelligence and Autonomy in Image-guided Surgery at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Semantic Scene Editing for Cholecystectomy Surgery.
COLAS @MICCAI 2025 - Workshop on Collaborative Intelligence and Autonomy in Image-guided Surgery at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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TrackOR: Towards Personalized Intelligent Operating Rooms Through Robust Tracking.
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Mitigating Biases in Surgical Operating Rooms with Geometry.
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Mitigating Biases in Surgical Operating Rooms with Geometry.
COLAS @MICCAI 2025 - Workshop on Collaborative Intelligence and Autonomy in Image-guided Surgery at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. arXiv
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MoViS: Motion-guided Video Generation for Laparoscopic Surgery.
CREATE @MICCAI 2025 - Workshop on Clinical-Driven Robotics and Embodied AI Technology at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI URL
MoViS: Motion-guided Video Generation for Laparoscopic Surgery.
CREATE @MICCAI 2025 - Workshop on Clinical-Driven Robotics and Embodied AI Technology at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI URL
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Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI.
DGM4 @MICCAI 2025 - 5th Deep Generative Models Workshop at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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DGM4 @MICCAI 2025 - 5th Deep Generative Models Workshop at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
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Tubular Anatomy-Aware 3D Semantically Conditioned Image Synthesis.
DGM4 @MICCAI 2025 - 5th Deep Generative Models Workshop at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
Tubular Anatomy-Aware 3D Semantically Conditioned Image Synthesis.
DGM4 @MICCAI 2025 - 5th Deep Generative Models Workshop at 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2187]
J. Dexl • M. Ingrisch
Multi-Task Deep Learning for Head and Neck Cancer: Segmentation, Survival Prediction, and HPV Classification in the HECKTOR 2025 Challenge.
HECKTOR @MICCAI 2025 - 4th Head and Neck Cancer Tumor Lesion Segmentation, Diagnosis and Prognosis Challenge at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. URL GitHub
Multi-Task Deep Learning for Head and Neck Cancer: Segmentation, Survival Prediction, and HPV Classification in the HECKTOR 2025 Challenge.
HECKTOR @MICCAI 2025 - 4th Head and Neck Cancer Tumor Lesion Segmentation, Diagnosis and Prognosis Challenge at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. URL GitHub
[2186]
D. Biagini • N. Navab • A. Farshad
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2185]
F. Bongratz • T. N. Wolf • J. G. Ramon • C. Wachinger
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2184]
M. Dannecker • D. Rückert
Predicting Longitudinal Brain Development via Implicit Neural Representations.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Predicting Longitudinal Brain Development via Implicit Neural Representations.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2183]
M. F. Dasdelen • H. Lim • M. Buck • K. S. Götze • C. Marr • S. Schneider
CytoSAE: Interpretable Cell Embeddings for Hematology.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
CytoSAE: Interpretable Cell Embeddings for Hematology.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2182]
F. Dülmer • M. F. Azampour • M. Wysocki • N. Navab
UltraRay: Introducing Full-Path Ray Tracing in Physics-Based Ultrasound Simulation.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
UltraRay: Introducing Full-Path Ray Tracing in Physics-Based Ultrasound Simulation.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2181]
S. Herz • M. Wysocki • F. Tristram • J. Hickler • L. Neary-Zajiczek • C. Hennersperger • N. Navab • S. Wörz
ICE-PoGO: Improving Dynamic Panoramic Reconstruction of 4D ICE Imaging through Pose Graph Optimization.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
ICE-PoGO: Improving Dynamic Panoramic Reconstruction of 4D ICE Imaging through Pose Graph Optimization.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2180]
F. Holm • G. Ünver • G. Ghazaei • N. Navab
CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2179]
J. Jang • H. J. Lee • N. Navab • S. T. Kim
PRADA: Protecting and Detecting Dataset Abuse for Open-Source Medical Dataset.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
PRADA: Protecting and Detecting Dataset Abuse for Open-Source Medical Dataset.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2178]
S. Joutard • M. Stollenga • M. B. Sanchez • M. F. Azampour • R. Prevost
HyperSORT: Self-Organising Robust Training with hyper-networks.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
HyperSORT: Self-Organising Robust Training with hyper-networks.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2177]
D. M. Lang • R. Osuala • V. Spieker • K. Lekadir • R. Braren • J. A. Schnabel
Temporal Neural Cellular Automata: Application to modeling of contrast enhancement in breast MRI.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
Temporal Neural Cellular Automata: Application to modeling of contrast enhancement in breast MRI.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2176]
X. Li • D. Huang • Y. Zhang • N. Navab • Z. Jiang
Semantic Scene Graph for Ultrasound Image Explanation and Scanning Guidance.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Semantic Scene Graph for Ultrasound Image Explanation and Scanning Guidance.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2175]
J. Liu • H. Li • C. Yang • M. Deutges • A. Sadafi • X. You • K. Breininger • N. Navab • P. J. Schüffler
HASD: Hierarchical Adaption for pathology Slide-level Domain-shift.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
HASD: Hierarchical Adaption for pathology Slide-level Domain-shift.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2174]
D. Scholz • A. C. Erdur • V. Ehm • A. Meyer-Baese • J. C. Peeken • D. Rückert • B. Wiestler
MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2173]
D. Scholz • A. C. Erdur • R. Holland • V. Ehm • J. C. Peeken • B. Wiestler • D. Rückert
Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2172]
A. Selivanov • P. Müller • Ö. Turgut • N. Stolt-Ansó • D. Rückert
Global and Local Contrastive Learning for Joint Representations from Cardiac MRI and ECG.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
Global and Local Contrastive Learning for Joint Representations from Cardiac MRI and ECG.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2171]
T. Song • F. Li • Y. Bi • A. Karlas • A. Yousefi • D. Branzan • Z. Jiang • U. Eck • N. Navab
Intelligent Virtual Sonographer (IVS): Enhancing Physician-Robot-Patient Communication.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Intelligent Virtual Sonographer (IVS): Enhancing Physician-Robot-Patient Communication.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2170]
T. Susetzky • H. Qiu1 • R. Braren • D. Rückert
A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2169]
C. K. Wong • A. N. Christensen • C. I. Bercea • J. A. Schnabel • M. G. Tolsgaard • A. Feragen
Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2168]
M. Wysocki • F. Dülmer • A. Bal • N. Navab • M. F. Azampour
UltrON: Ultrasound Occupancy Networks.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
UltrON: Ultrasound Occupancy Networks.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2167]
Z. Xu • H. Li • D. Sun • Z. Li • Y. Li • Q. Kong • Z. Cheng • N. Navab • S. K. Zhou
NeRF-based CBCT Reconstruction needs Normalization and Initialization.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
NeRF-based CBCT Reconstruction needs Normalization and Initialization.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2166]
Y. Yeganeh • M. Frantzen • M. Lee • K. Hsing-Yu • N. Navab • A. Farshad
DeepAf: One-Shot Spatiospectral Auto-Focus Model for Digital Pathology.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
DeepAf: One-Shot Spatiospectral Auto-Focus Model for Digital Pathology.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2165]
X. You • M. Zhang • H. Zhang • J. Yang • N. Navab
Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2164]
K. Yuan • T. Chen • S. Li • J. L. Lavanchy • C. Heiliger • E. Özsoy • Y. Huang • L. Bai • N. Navab • V. Srivastav • H. Ren • N. Padoy
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2163]
B. Zhang • C. Jia • S. Liu • H. Schunkert • N. Navab
Semantic-Aware Chest X-ray Report Generation with Domain-Specific Lexicon and Diversity-Controlled Retrieval.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
Semantic-Aware Chest X-ray Report Generation with Domain-Specific Lexicon and Diversity-Controlled Retrieval.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI GitHub
[2162]
Y. Zhou • Y. Bi • W. Tong • W. Wang • N. Navab • Z. Jiang
UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation.
MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2161]
C. Yang • M. Deutges • J. Liu • H. Li • N. Navab • C. Marr • A. Sadafi
Attention Pooling Enhances NCA-based Classification of Microscopy Images.
MLMI @MICCAI 2025 - 16th International Workshop on Machine Learning in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Attention Pooling Enhances NCA-based Classification of Microscopy Images.
MLMI @MICCAI 2025 - 16th International Workshop on Machine Learning in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2160]
H. Maier • S. Faghihroohi • P. Steininger • F. Wirth • A. Karlas • N. Navab
A Study in Scatter: Investigating Low-Contrast Image Contents Outside the X-Ray Collimation.
MSB EMERGE @MICCAI 2025 - 2nd MICCAI Student Board Emerge Workshop at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. URL
A Study in Scatter: Investigating Low-Contrast Image Contents Outside the X-Ray Collimation.
MSB EMERGE @MICCAI 2025 - 2nd MICCAI Student Board Emerge Workshop at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. URL
[2159]
S. J. Roughley • J. P. Müller • S. Gao • Z. Gao • M. Ligero • R. Blums • M. Crispin-Ortuzar • J. A. Schnabel • B. Kainz • C. I. Bercea • I. P. Machado
GroundingDINO for Open-Set Lesion Detection in Medical Imaging.
MSB EMERGE @MICCAI 2025 - 2nd MICCAI Student Board Emerge Workshop at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. URL
GroundingDINO for Open-Set Lesion Detection in Medical Imaging.
MSB EMERGE @MICCAI 2025 - 2nd MICCAI Student Board Emerge Workshop at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. To be published. Preprint available. URL
[2158]
B. Bulut • M. Dannecker • T. Sanchez • S. N. Silva • V. Zalevskyi • S. Jia • J.-B. Ledoux • G. Auzias • F. Rousseau • J. Hutter • D. Rückert • M. Bach Cuadra
Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping.
PIPPI @MICCAI 2025 - 10th Workshop on Perinatal, Preterm and Paediatric Image Analysis at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping.
PIPPI @MICCAI 2025 - 10th Workshop on Perinatal, Preterm and Paediatric Image Analysis at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2157]
N. Niessen • C. M. Pirkl • A. B. Solana • H. Eichhorn • V. Spieker • W. Huang • T. Sprenger • M. I. Menzel • J. A. Schnabel
INR meets Multi-Contrast MRI Reconstruction.
RIME @MICCAI 2025 - 1st Workshop on Reconstruction and Imaging Motion Estimation at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
INR meets Multi-Contrast MRI Reconstruction.
RIME @MICCAI 2025 - 1st Workshop on Reconstruction and Imaging Motion Estimation at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2156]
A. F. Dima • S. Shit • H. Qiu • R. Holland • T. T. Mueller • F. Musio • K. Yang • B. Menze • R. Braren • M. R. Makowski • D. Rückert
Parametric shape models for vessels learned from segmentations via differentiable voxelization.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Parametric shape models for vessels learned from segmentations via differentiable voxelization.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2155]
M.-A. Gafencu • Y. Velikova • N. Navab • M. F. Azampour
US-X Complete: A Multi-Modal Approach to Anatomical 3D Shape Recovery.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
US-X Complete: A Multi-Modal Approach to Anatomical 3D Shape Recovery.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2154]
P. Madlindl • F. Bongratz • C. Wachinger
Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2153]
I. Stoyanov • F. Bongratz • C. Wachinger
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2152]
J. Suk • J. J. Wentzel • P. Rygiel • J. Daemen • D. Rückert • J. M. Wolterink
GReAT: leveraging geometric artery data to improve wall shear stress assessment.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
GReAT: leveraging geometric artery data to improve wall shear stress assessment.
ShapeMI @MICCAI 2025 - Workshop on Shape in Medical Imaging at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention. Daejeon, Republic of Korea, Sep 23-27, 2025. DOI
[2151]
C. Damke • E. Hüllermeier
Distribution Matching for Graph Quantification Under Structural Covariate Shift.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
Distribution Matching for Graph Quantification Under Structural Covariate Shift.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
[2150]
P. Jahn • W. Durani • C. Leiber • A. Beer • T. Seidl
Going Offline: An Evaluation of the Offline Phase in Stream Clustering.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI GitHub
Going Offline: An Evaluation of the Offline Phase in Stream Clustering.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI GitHub
[2149]
P. Kopper • D. Rügamer • R. Sonabend • B. Bischl • A. Bender
On Training Survival Models with Scoring Rules.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
On Training Survival Models with Scoring Rules.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
[2148]
E. Özeren • A. Ulbrich • S. Filimon • D. Rügamer • A. Bender
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
[2147]
J. Rodemann • F. Croppi • P. Arens • Y. Sale • J. Herbinger • B. Bischl • E. Hüllermeier • T. Augustin • C. J. Walsh • G. Casalicchio
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration For Exosuit Personalization.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI GitHub
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration For Exosuit Personalization.
ECML-PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI GitHub
[2146]
J. Herbinger • M. N. Wright • T. Nagler • B. Bischl • G. Casalicchio
Decomposing Global Feature Effects Based on Feature Interactions.
ECML-PKDD 2025 - Nectar Track at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. To be published. Preprint available. arXiv
Decomposing Global Feature Effects Based on Feature Interactions.
ECML-PKDD 2025 - Nectar Track at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. To be published. Preprint available. arXiv
[2145]
F. Dülmer • M. F. Azampour • N. Navab
UltraScatter: Ray-Based Simulation of Ultrasound Scattering.
IUS 2025 - 62nd IEEE International Ultrasonics Symposium. Utrecht, Netherlands, Sep 15-18, 2025. DOI
UltraScatter: Ray-Based Simulation of Ultrasound Scattering.
IUS 2025 - 62nd IEEE International Ultrasonics Symposium. Utrecht, Netherlands, Sep 15-18, 2025. DOI
[2144]
S. Rittel • S. Tschiatschek
Distributions over DAGs for Causal Discovery: Limitations of Expressiveness.
MLG @ECML-PKDD 2025 - 22nd International Workshop on Mining and Learning with Graphs at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. PDF
Distributions over DAGs for Causal Discovery: Limitations of Expressiveness.
MLG @ECML-PKDD 2025 - 22nd International Workshop on Mining and Learning with Graphs at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. PDF
[2143]
F. K. Ewald • L. Bothmann • M. N. Wright • B. Bischl • G. Casalicchio • G. König
A Guide to Feature Importance Methods for Scientific Inference.
Nectar Track @ECML-PKDD 2025 - Nectar Track at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
A Guide to Feature Importance Methods for Scientific Inference.
Nectar Track @ECML-PKDD 2025 - Nectar Track at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. DOI
[2142]
U. Schlegel • G. M. Tavares • T. Seidl
Towards Explainable Deep Clustering for Time Series Data.
TempXAI @ECML-PKDD 2025 - Workshop Explainable AI for Time Series and Data Streams at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. To be published.
Towards Explainable Deep Clustering for Time Series Data.
TempXAI @ECML-PKDD 2025 - Workshop Explainable AI for Time Series and Data Streams at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Porto, Portugal, Sep 15-19, 2025. To be published.
[2141]
Y. Sale • A. Javanmardi • E. Hüllermeier
Aleatoric and Epistemic Uncertainty in Conformal Prediction.
COPA 2025 - 14th Symposium on Conformal and Probabilistic Prediction with Applications. Egham, UK, Sep 10-12, 2025. URL
Aleatoric and Epistemic Uncertainty in Conformal Prediction.
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BPM 2025 - 23rd International Conference on Business Process Management. Seville, Spain, Aug 31-Sep 05, 2025. DOI
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EAC 2025 - European Aerosol Conference. Lecce, Italy, Aug 31-Sep 05, 2025. URL
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MuC 2025 - Mensch und Computer. Darmstadt, Germany, Aug 31-Sep 03, 2025. DOI
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MuC 2025 - Mensch und Computer. Darmstadt, Germany, Aug 31-Sep 03, 2025. DOI
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QCE 2025 - IEEE International Conference on Quantum Computing and Engineering. Albuquerque, NM, USA, Aug 31-Sep 05, 2025. To be published. Preprint available. arXiv
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ICNLSP 2025 - 8th International Conference on Natural Language and Speech Processing. Odense, Denmark, Aug 25-27, 2025. URL
Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study.
ICNLSP 2025 - 8th International Conference on Natural Language and Speech Processing. Odense, Denmark, Aug 25-27, 2025. URL
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ICNLSP 2025 - 8th International Conference on Natural Language and Speech Processing. Odense, Denmark, Aug 25-27, 2025. URL
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PSI-K 2025 - 7th PSI-K Conference. Lausanne, Switzerland, Aug 25-28, 2025. DOI
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Demonstration Track @IJCAI 2025 - Demonstration Track at the 34th International Joint Conference on Artificial Intelligence. Montreal, Canada, Aug 16-22, 2025. DOI
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USENIX-Security 2025 - 34th USENIX Security Symposium. Seattle, WA, USA, Aug 13-15, 2025. PDF
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KDD 2025 - 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Toronto, ON, Canada, Aug 03-07, 2025. DOI
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TGL @KDD 2025 - Temporal Graph Learning Workshopat the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Toronto, ON, Canada, Aug 03-07, 2025. URL
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JSM 2025 - Joint Statistical Meetings. Nashville, TN, USA, Aug 02-07, 2025. To be published. Preprint available. arXiv
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Dissertation TU München. Aug. 2025. URL
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IEEE Internet of Things Journal Early Access. Aug. 2025. DOI
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Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases.
IEEE Transactions on Medical Imaging Early Access. Aug. 2025. DOI
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases.
IEEE Transactions on Medical Imaging Early Access. Aug. 2025. DOI
[2072]
D. Strieder • M. Drton
Identifying total causal effects in linear models under partial homoscedasticity.
International Journal of Approximate Reasoning 183.109455. Aug. 2025. DOI
Identifying total causal effects in linear models under partial homoscedasticity.
International Journal of Approximate Reasoning 183.109455. Aug. 2025. DOI
[2071]
H. Funk • R. Ludwig • H. Küchenhoff • T. Nagler
Towards more realistic climate model outputs: A multivariate bias correction based on zero-inflated vine copulas.
Journal of the Royal Statistical Society. Series C (Applied Statistics).qlaf044. Aug. 2025. DOI
Towards more realistic climate model outputs: A multivariate bias correction based on zero-inflated vine copulas.
Journal of the Royal Statistical Society. Series C (Applied Statistics).qlaf044. Aug. 2025. DOI
[2070]
H. Eichhorn • V. Spieker • K. Hammernik • E. Saks • L. Felsner • K. Weiss • C. Preibisch • J. A. Schnabel
Motion-robust T2* quantification from low-resolution gradient echo brain MRI with physics-informed deep learning.
Magnetic Resonance in Medicine 95.1. Aug. 2025. DOI
Motion-robust T2* quantification from low-resolution gradient echo brain MRI with physics-informed deep learning.
Magnetic Resonance in Medicine 95.1. Aug. 2025. DOI
[2069]
F. Drexel • V. Sideri-Lampretsa • H. Bast • A. W. Marka • T. Koehler • F. T. Gassert • D. Pfeiffer • D. Rückert • F. Pfeiffer
Deformable image registration of dark-field chest radiographs for functional lung assessment.
Medical Physics 52.8. Aug. 2025. DOI
Deformable image registration of dark-field chest radiographs for functional lung assessment.
Medical Physics 52.8. Aug. 2025. DOI
[2068]
A. Scagliotti • S. Farinelli
Normalizing flows as approximations of optimal transport maps via linear-control neural ODEs.
Nonlinear Analysis 257.113811. Aug. 2025. DOI
Normalizing flows as approximations of optimal transport maps via linear-control neural ODEs.
Nonlinear Analysis 257.113811. Aug. 2025. DOI
[2067]
A. Triantafyllopoulos • I. Tsangko • A. Gebhard • A. Mesaros • T. Virtanen • B. W. Schuller
Computer Audition: From Task-Specific Machine Learning to Foundation Models.
Proceedings of the IEEE Early Access. Aug. 2025. DOI
Computer Audition: From Task-Specific Machine Learning to Foundation Models.
Proceedings of the IEEE Early Access. Aug. 2025. DOI
[2066]
J. Beck • A. Steinberg • A. Dimmelmeier • L. D. Burin • E. Kormanyos • M. Fehr • M. Schierholz
Addressing data gaps in sustainability reporting: A benchmark dataset for greenhouse gas emission extraction.
Scientific Data 12.1497. Aug. 2025. DOI
Addressing data gaps in sustainability reporting: A benchmark dataset for greenhouse gas emission extraction.
Scientific Data 12.1497. Aug. 2025. DOI
[2065]
J. Collins • C. Kern
Pre-Trained Nonresponse Prediction in Panel Surveys with Machine Learning.
Survey Research Methods 19.2. Aug. 2025. DOI
Pre-Trained Nonresponse Prediction in Panel Surveys with Machine Learning.
Survey Research Methods 19.2. Aug. 2025. DOI
[2064]
B. Lange • J. Brandt
The Enmity Relationship as Justified Negative Partiality.
The Ethics of Relationships: Broadening the Scope. Aug. 2025. DOI
The Enmity Relationship as Justified Negative Partiality.
The Ethics of Relationships: Broadening the Scope. Aug. 2025. DOI
[2063]
A. Höhl • P. Höhn • X. Zhu
Terragon: A Unified Framework for Earth Observation Data Cube Generation.
The Journal of Open Source Software 10.114. Aug. 2025. DOI
Terragon: A Unified Framework for Earth Observation Data Cube Generation.
The Journal of Open Source Software 10.114. Aug. 2025. DOI
[2062]
A. Köksal • M. Thaler • A. Imani • A. Üstün • A. Korhonen • H. Schütze
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions.
Transactions of the Association for Computational Linguistics 13. Aug. 2025.
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions.
Transactions of the Association for Computational Linguistics 13. Aug. 2025.