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ORCIDNicu Sebe
Niculae Sebe
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- affiliation: University of Trento, Italy
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2020 – today
- 2026
[j225]Federico Betti, Lorenzo Baraldi, Lorenzo Baraldi
, Rita Cucchiara, Nicu Sebe:
Hallucination Early Detection in Diffusion Models. Int. J. Comput. Vis. 134(1): 35 (2026)- [j224]Jian Liu, Wei Sun, Hui Yang, Zhiwen Zeng, Chongpei Liu, Jin Zheng, Xingyu Liu, Hossein Rahmani, Nicu Sebe, Ajmal Mian:
Deep Learning-Based Object Pose Estimation: A Comprehensive Survey. Int. J. Comput. Vis. 134(2): 81 (2026) - [j223]Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
CNNs for JPEGs: Designing Cost-Efficient Stems. J. Braz. Comput. Soc. 32(1): 201-215 (2026) - [j222]Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Shijian Lu, Nicu Sebe:
H2OT: Hierarchical Hourglass Tokenizer for Efficient Video Pose Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 48(1): 512-526 (2026) - [j221]Weixin Ye, Wei Wang, Yahui Liu, Yue Song, Bin Ren, Wei Bi, Rita Cucchiara, Nicu Sebe:
A Unified Masked Jigsaw Puzzle Framework for Vision and Language Models. IEEE Trans. Pattern Anal. Mach. Intell. 48(2): 1873-1887 (2026) - [j220]Andrei Radu, Yue Song, Ana Neacsu, Nicu Sebe:
Why retrieve when you can edit: A fast conditional StyleGAN latent editing method. Pattern Recognit. Lett. 202: 114-119 (2026) - [j219]Kuiyuan Sun, Yuxuan Zhang, Jichao Zhang, Jiaming Liu, Wei Wang, Nicu Sebe, Yao Zhao:
Stable-Hair V2: Real-World Hair Transfer via Multiple-View Diffusion Model. IEEE Trans. Vis. Comput. Graph. 32(4): 2986-3001 (2026) - [c380]Rui Wang, Yuting Jiang, Xiaoqing Luo, Xiao-Jun Wu, Nicu Sebe, Ziheng Chen:
Wasserstein-Aligned Hyperbolic Multi-View Clustering. AAAI 2026: 26444-26452 - [i294]Wenqi Ren, Weijie Wang, Meng Zheng, Ziyan Wu, Yang Tang, Zhun Zhong, Nicu Sebe:
In defense of the two-stage framework for open-set domain adaptive semantic segmentation. CoRR abs/2601.01439 (2026) - [i293]Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos:
Cross-Domain Object Detection Using Unsupervised Image Translation. CoRR abs/2601.11779 (2026) - [i292]Weixin Ye, Wei Wang, Yahui Liu, Yue Song, Bin Ren, Wei Bi, Rita Cucchiara, Nicu Sebe:
A Unified Masked Jigsaw Puzzle Framework for Vision and Language Models. CoRR abs/2601.12051 (2026) - [i291]Andrea Rigo, Luca Stornaiuolo, Weijie Wang, Mauro Martino, Bruno Lepri, Nicu Sebe:
POCI-Diff: Position Objects Consistently and Interactively with 3D-Layout Guided Diffusion. CoRR abs/2601.14056 (2026) - [i290]Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah:
Curriculum-DPO++: Direct Preference Optimization via Data and Model Curricula for Text-to-Image Generation. CoRR abs/2602.13055 (2026) - 2025
- [j218]Qi Jia, Xiaomei Feng, Wei Zhang, Yu Liu, Nan Pu, Nicu Sebe:
Bilevel progressive homography estimation via correlative region-focused transformer. Comput. Vis. Image Underst. 250: 104209 (2025) - [j217]Yidi Li, Jiahao Wen, Rui Gong, Bin Ren, Wenhao Li, Chen Cheng, Hong Liu, Nicu Sebe:
PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection. Expert Syst. Appl. 281: 127608 (2025) - [j216]Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe:
Learning Rate Curriculum. Int. J. Comput. Vis. 133(1): 291-314 (2025) - [j215]Zhun Zhong, Hong Liu, Yin Cui, Shin'ichi Satoh, Nicu Sebe, Ming-Hsuan Yang:
Guest Editorial: Special Issue on Open-World Visual Recognition. Int. J. Comput. Vis. 133(2): 985-988 (2025) - [j214]Vlad Hondru, Florinel-Alin Croitoru, Shervin Minaee, Radu Tudor Ionescu, Nicu Sebe:
Masked Image Modeling: A Survey. Int. J. Comput. Vis. 133(10): 7154-7200 (2025) - [j213]Xavier Alameda-Pineda, Angus Addlesee, Daniel Hernández García, Chris Reinke, Soraya Arias, Federica Arrigoni, Alex Auternaud, Lauriane Blavette, Cigdem Beyan, Luis G. Camara, Ohad Cohen, Alessandro Conti, Sébastien Dacunha, Christian Dondrup, Yoav Ellinson, Francesco Ferro, Sharon Gannot, Florian Gras, Nancie Gunson, Radu Horaud, Moreno D'Incà, Imad Kimouche, Séverin Lemaignan, Oliver Lemon, Cyril Liotard, Luca Marchionni, Mordehay Moradi, Tomás Pajdla, Maribel Pino, Michal Polic, Matthieu Py, Ariel Rado, Bin Ren, Elisa Ricci, Anne-Sophie Rigaud, Paolo Rota, Marta Romeo, Nicu Sebe, Weronika Sieinska, Pinchas Tandeitnik, Francesco Tonini, Nicolas Turro, Timothée Wintz, Yanchao Yu:
Socially Pertinent Robots in Gerontological Healthcare. Int. J. Soc. Robotics 17(12): 3047-3068 (2025) - [j212]Feng Xue, Wenzhuang Xu, Guofeng Zhong, Anlong Ming, Nicu Sebe:
Cues3D: Unleashing the power of sole NeRF for consistent and unique instances in open-vocabulary 3D panoptic segmentation. Inf. Fusion 122: 103164 (2025) - [j211]Weizhi Nie, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe:
T2TD: Text-3D Generation Model Based on Prior Knowledge Guidance. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 172-189 (2025) - [j210]Hao Chen, François Brémond, Nicu Sebe, Shiliang Zhang:
Anti-Forgetting Adaptation for Unsupervised Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 1056-1072 (2025) - [j209]Yue Song, Wei Wang, Nicu Sebe:
RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-Distribution Detection. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2505-2519 (2025) - [j208]Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool:
Enhanced Multi-Scale Cross-Attention for Person Image Generation. IEEE Trans. Pattern Anal. Mach. Intell. 47(5): 3377-3393 (2025) - [j207]Jian Liu, Wei Sun, Hui Yang, Pengchao Deng, Chongpei Liu, Nicu Sebe, Hossein Rahmani, Ajmal Mian:
Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5520-5537 (2025) - [j206]Ji Zhang, Jingkuan Song, Lianli Gao, Nicu Sebe, Heng Tao Shen:
Reliable Few-Shot Learning Under Dual Noises. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 9005-9022 (2025) - [j205]Hao Tang, Ling Shao, Zhenyu Zhang, Luc Van Gool, Nicu Sebe:
Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 47(11): 9626-9636 (2025) - [j204]Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Xingqian Xu, Humphrey Shi, Nicu Sebe:
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models. IEEE Trans. Pattern Anal. Mach. Intell. 47(11): 9863-9875 (2025) - [j203]Dong Zhao, Qi Zang, Nan Pu, Shuang Wang, Nicu Sebe, Zhun Zhong:
SeCoV2: Semantic Connectivity-Driven Pseudo-Labeling for Robust Cross-Domain Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 47(11): 10378-10395 (2025) - [j202]Hao Tang, Bin Ren, Nicu Sebe:
A pure MLP-Mixer-based GAN framework for guided image translation. Pattern Recognit. 157: 110894 (2025) - [j201]Wenhao Li, Mengyuan Liu, Hong Liu, Tianyu Guo, Ti Wang, Hao Tang, Nicu Sebe:
GraphMLP: A graph MLP-like architecture for 3D human pose estimation. Pattern Recognit. 158: 110925 (2025) - [j200]Yongguo Ling, Zhiming Luo, Dazhen Lin, Shaozi Li, Min Jiang, Nicu Sebe, Zhun Zhong:
Cross-modality average precision optimization for visible thermal person re-identification. Pattern Recognit. 164: 111489 (2025) - [j199]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-aware pruning: Handling multiple domains with less parameters. Pattern Recognit. 167: 111714 (2025) - [j198]Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
Beyond the known: Enhancing Open Set Domain Adaptation with unknown exploration. Pattern Recognit. Lett. 189: 265-272 (2025) - [j197]Jurandy Almeida, Carla M. D. S. Freitas, Nicu Sebe, Alexandru C. Telea:
Foreword to the Special Section on SIBGRAPI 2024. Pattern Recognit. Lett. 198: 123-124 (2025) - [j196]Rui Wang, Jiayao Jin, Ziheng Chen, Cong Wu, Xiao-Jun Wu, Nicu Sebe:
Structural Topology Refinement Network for Skeleton-Based Action Recognition. IEEE Trans. Instrum. Meas. 74: 1-16 (2025) - [j195]Wenhao Li, Mengyuan Liu, Hong Liu, Bin Ren, Xia Li, Yingxuan You, Nicu Sebe:
HYRE: Hybrid Regressor for 3D Human Pose and Shape Estimation. IEEE Trans. Image Process. 34: 235-246 (2025) - [j194]Yalan Qin, Nan Pu, Nicu Sebe, Guorui Feng:
Latent Space Learning-Based Ensemble Clustering. IEEE Trans. Image Process. 34: 1259-1270 (2025) - [j193]Yalan Qin, Nan Pu, Hanzhou Wu, Nicu Sebe:
Margin-aware Noise-robust Contrastive Learning for Partially View-aligned Problem. ACM Trans. Knowl. Discov. Data 19(1): 26:1-26:20 (2025) - [j192]Yalan Qin, Nan Pu, Hanzhou Wu, Nicu Sebe:
Discriminative Anchor Learning for Efficient Multi-View Clustering. IEEE Trans. Multim. 27: 1386-1396 (2025) - [j191]Hao Tang, Bin Ren, Pingping Wu, Nicu Sebe:
Hierarchical Cross-Attention Network for Virtual Try-On. IEEE Trans. Multim. 27: 4454-4466 (2025) - [c379]Qi Ma, Yue Li, Bin Ren, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Danda Pani Paudel:
A Large-Scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining. 3DV 2025: 145-155 - [c378]Weijie Wang, Guofeng Mei, Jian Zhang, Nicu Sebe, Bruno Lepri, Fabio Poiesi:
Fully-Geometric Cross-Attention for Point Cloud Registration. 3DV 2025: 347-356 - [c377]Yuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, Zhiguang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, Yuqing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li:
NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. CVPR Workshops 2025: 1048-1069 - [c376]Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah:
Curriculum Direct Preference Optimization for Diffusion and Consistency Models. CVPR 2025: 2824-2834 - [c375]Elia Peruzzo, Adil Karjauv, Nicu Sebe, Amir Ghodrati, AmirHossein Habibian:
ADAPTOR: Adaptive Token Reduction for Video Diffusion Transformers. CVPR Workshops 2025: 6365-6371 - [c374]Dong Zhao, Jinlong Li, Shuang Wang, Mengyao Wu, Qi Zang, Nicu Sebe, Zhun Zhong:
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation. CVPR 2025: 15043-15054 - [c373]Songlong Xing, Zhengyu Zhao, Nicu Sebe:
CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP. CVPR 2025: 15172-15182 - [c372]Jiaqi Liu, Jichao Zhang, Paolo Rota, Nicu Sebe:
Multi-focal Conditioned Latent Diffusion for Person Image Synthesis. CVPR 2025: 16019-16028 - [c371]Jinlong Li, Cristiano Saltori, Fabio Poiesi, Nicu Sebe:
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding. CVPR 2025: 19390-19400 - [c370]Yidi Li, Wenkai Zhao, Zeyu Wang, Zhenhuan Xu, Bin Ren, Nicu Sebe:
Multi-Stage Multimodal Distillation for Audio-Visual Speaker Tracking. ICASSP 2025: 1-5 - [c369]Nicola Dall'Asen, Victor G. Turrisi da Costa, Yiming Wang, Nicu Sebe, Elisa Ricci:
Diversified In-domain Synthesis with Efficient Fine-Tuning for Few-Shot Classification. ICIAP (2) 2025: 436-448 - [c368]Ziheng Chen, Yue Song, Xiaojun Wu, Gaowen Liu, Nicu Sebe:
Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry. ICLR 2025 - [c367]Ziheng Chen, Yue Song, Xiaojun Wu, Nicu Sebe:
Gyrogroup Batch Normalization. ICLR 2025 - [c366]Yalan Qin, Nan Pu, Guorui Feng, Nicu Sebe:
Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering. ICML 2025 - [c365]Chen Hu, Rui Wang, Xiaoning Song, Tao Zhou, Xiao-Jun Wu, Nicu Sebe, Ziheng Chen:
A Correlation Manifold Self-Attention Network for EEG Decoding. IJCAI 2025: 5372-5380 - [c364]Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo:
In-Context Meta LoRA Generation. IJCAI 2025: 6138-6146 - [c363]Nicu Sebe:
Unveiling Bias and Safety Issues in Generative Models. ICMR 2025: 4 - [c362]Elia Peruzzo, Dejia Xu, Xingqian Xu, Humphrey Shi, Nicu Sebe:
RagMe: Retrieval Augmented Video Generation for Enhanced Motion Realism. ICMR 2025: 1081-1090 - [c361]Chen Feng, Nicu Sebe, Georgios Tzimiropoulos, Miguel R. D. Rodrigues, Ioannis Patras:
Unveiling Open-set Noise: Theoretical Insights into Label Noise. ACM Multimedia 2025: 3290-3299 - [c360]Yidan Wang, Chenyi Zhuang, Wutao Liu, Pan Gao, Nicu Sebe:
AlignCAT: Visual-Linguistic Alignment of Category and Attribute for Weakly Supervised Visual Grounding. ACM Multimedia 2025: 5100-5109 - [c359]Chenxi Li, Weijie Wang, Qiang Li, Nicu Sebe, Bruno Lepri, Weizhi Nie:
FreeInsert: Disentangled Text-Guided Object Insertion in 3D Gaussian Scene without Spatial Priors. ACM Multimedia 2025: 10915-10924 - [c358]Yihong Wu, Jinqiao Wei, Xionghui Zhao, Yidi Li, Shaoyi Du, Bin Ren, Nicu Sebe:
DSGC-Net: A Dual-Stream Graph Convolutional Network for Crowd Counting via Feature Correlation Mining. PRCV (17) 2025: 400-413 - [c357]Han-Wei Kung, Tuomas Varanka, Sanjay Saha, Terence Sim, Nicu Sebe:
Face Anonymization Made Simple. WACV 2025: 1040-1050 - [c356]Marco Garosi, Riccardo Tedoldi, Davide Boscaini, Massimiliano Mancini, Nicu Sebe, Fabio Poiesi:
3D Part Segmentation via Geometric Aggregation of 2D Visual Features. WACV 2025: 3257-3267 - [c355]André Sacilotti, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
Transferable-Guided Attention Is All You Need for Video Domain Adaptation. WACV 2025: 8691-8701 - [i289]Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool:
Enhanced Multi-Scale Cross-Attention for Person Image Generation. CoRR abs/2501.08900 (2025) - [i288]Qi Ma, Runyi Yang, Bin Ren, Nicu Sebe, Ender Konukoglu, Luc Van Gool, Danda Pani Paudel:
CityLoc: 6DoF Pose Distributional Localization for Text Descriptions in Large-Scale Scenes with Gaussian Representation. CoRR abs/2501.08982 (2025) - [i287]Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo:
In-Context Meta LoRA Generation. CoRR abs/2501.17635 (2025) - [i286]Jian Liu, Wei Sun, Hui Yang, Pengchao Deng, Chongpei Liu, Nicu Sebe, Hossein Rahmani, Ajmal Mian:
Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation. CoRR abs/2502.02525 (2025) - [i285]Weijie Wang, Guofeng Mei, Jian Zhang, Nicu Sebe, Bruno Lepri, Fabio Poiesi:
Fully-Geometric Cross-Attention for Point Cloud Registration. CoRR abs/2502.08285 (2025) - [i284]Songlong Xing, Zhengyu Zhao, Nicu Sebe:
CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP. CoRR abs/2503.03613 (2025) - [i283]Han-Wei Kung, Tuomas Varanka, Terence Sim, Nicu Sebe:
NullFace: Training-Free Localized Face Anonymization. CoRR abs/2503.08478 (2025) - [i282]Moreno D'Incà, Elia Peruzzo, Xingqian Xu, Humphrey Shi, Nicu Sebe, Massimiliano Mancini:
Safe Vision-Language Models via Unsafe Weights Manipulation. CoRR abs/2503.11742 (2025) - [i281]Jiaqi Liu, Jichao Zhang, Paolo Rota, Nicu Sebe:
Multi-focal Conditioned Latent Diffusion for Person Image Synthesis. CoRR abs/2503.15686 (2025) - [i280]Jinlong Li, Cristiano Saltori, Fabio Poiesi, Nicu Sebe:
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding. CoRR abs/2503.16707 (2025) - [i279]Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu, Feng Xue, Daniel Cores, Nicu Sebe, Manuel Mucientes, Elisa Ricci:
Superpowering Open-Vocabulary Object Detectors for X-ray Vision. CoRR abs/2503.17071 (2025) - [i278]Yawei Li, Bin Ren, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Nicu Sebe, Ming-Hsuan Yang, Luca Benini:
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration. CoRR abs/2503.17825 (2025) - [i277]Dong Zhao, Jinlong Li, Shuang Wang, Mengyao Wu, Qi Zang, Nicu Sebe, Zhun Zhong:
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation. CoRR abs/2503.17940 (2025) - [i276]Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Lutao Jiang, Haiwei Xue, Bin Ren, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu:
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook. CoRR abs/2503.18016 (2025) - [i275]Yue Li, Qi Ma, Runyi Yang, Huapeng Li, Mengjiao Ma, Bin Ren, Nikola Popovic, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Martin R. Oswald, Danda Pani Paudel:
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining. CoRR abs/2503.18052 (2025) - [i274]Chenyu Zhang, Daniil Cherniavskii, Andrii Zadaianchuk, Antonios Tragoudaras, Antonios Vozikis, Thijmen Nijdam, Derck W. E. Prinzhorn, Mark Bodracska, Nicu Sebe, Efstratios Gavves:
Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments. CoRR abs/2504.02918 (2025) - [i273]Elia Peruzzo, Dejia Xu, Xingqian Xu, Humphrey Shi, Nicu Sebe:
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism. CoRR abs/2504.06672 (2025) - [i272]Yuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, Zhiguang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, Yuqing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li:
NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. CoRR abs/2504.10685 (2025) - [i271]Andrea Rigo, Luca Stornaiuolo, Mauro Martino, Bruno Lepri, Nicu Sebe:
ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis. CoRR abs/2504.13745 (2025) - [i270]Bin Ren, Eduard Zamfir, Zongwei Wu, Yawei Li, Yidi Li, Danda Pani Paudel, Radu Timofte, Ming-Hsuan Yang, Luc Van Gool, Nicu Sebe:
Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation. CoRR abs/2504.14249 (2025) - [i269]Weizhi Nie, Zichun Zhang, Weijie Wang, Bruno Lepri, Anan Liu, Nicu Sebe:
Causal Disentanglement for Robust Long-tail Medical Image Generation. CoRR abs/2504.14450 (2025) - [i268]Aditya Gulati, Moreno D'Incà, Nicu Sebe, Bruno Lepri, Nuria Oliver:
Uncovering an Attractiveness Bias in Multimodal Large Language Models: A Case Study with LLaVA. CoRR abs/2504.16104 (2025) - [i267]Yan Shu, Weichao Zeng, Fangmin Zhao, Zeyu Chen, Zhenhang Li, Xiaomeng Yang, Yu Zhou, Paolo Rota, Xiang Bai, Lianwen Jin, Xu-Cheng Yin, Nicu Sebe:
Visual Text Processing: A Comprehensive Review and Unified Evaluation. CoRR abs/2504.21682 (2025) - [i266]Feng Xue, Wenzhuang Xu, Guofeng Zhong, Anlong Ming, Nicu Sebe:
Cues3D: Unleashing the Power of Sole NeRF for Consistent and Unique Instances in Open-Vocabulary 3D Panoptic Segmentation. CoRR abs/2505.00378 (2025) - [i265]Chenxi Li, Weijie Wang, Qiang Li, Bruno Lepri, Nicu Sebe, Weizhi Nie:
FreeInsert: Disentangled Text-Guided Object Insertion in 3D Gaussian Scene without Spatial Priors. CoRR abs/2505.01322 (2025) - [i264]Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu:
MLLMs are Deeply Affected by Modality Bias. CoRR abs/2505.18657 (2025) - [i263]Bin Ren, Yawei Li, Xu Zheng, Yuqian Fu, Danda Pani Paudel, Ming-Hsuan Yang, Luc Van Gool, Nicu Sebe:
Manifold-aware Representation Learning for Degradation-agnostic Image Restoration. CoRR abs/2505.18679 (2025) - [i262]Guofeng Mei, Bin Ren, Juan Liu, Luigi Riz, Xiaoshui Huang, Xu Zheng, Yongshun Gong, Ming-Hsuan Yang, Nicu Sebe, Fabio Poiesi:
Self-Supervised and Generalizable Tokenization for CLIP-Based 3D Understanding. CoRR abs/2505.18819 (2025) - [i261]Lorenzo Baraldi, Davide Bucciarelli, Federico Betti, Marcella Cornia, Lorenzo Baraldi, Nicu Sebe, Rita Cucchiara:
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models. CoRR abs/2505.20405 (2025) - [i260]Davide Lobba, Fulvio Sanguigni, Bin Ren, Marcella Cornia, Rita Cucchiara, Nicu Sebe:
Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals. CoRR abs/2505.21062 (2025) - [i259]Zhoufaran Yang, Yan Shu, Zhifei Yang, Yan Zhang, Yu Li, Keyang Lu, Gangyan Zeng, Shaohui Liu, Yu Zhou, Nicu Sebe:
VidText: Towards Comprehensive Evaluation for Video Text Understanding. CoRR abs/2505.22810 (2025) - [i258]Yan Shu, Bin Ren, Zhitong Xiong, Danda Pani Paudel, Luc Van Gool, Begüm Demir, Nicu Sebe, Paolo Rota:
EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models. CoRR abs/2506.01667 (2025) - [i257]Yan Shu, Hangui Lin, Yexin Liu, Yan Zhang, Gangyan Zeng, Yan Li, Yu Zhou, Ser-Nam Lim, Harry Yang, Nicu Sebe:
When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding. CoRR abs/2506.05551 (2025) - [i256]Mengjiao Ma, Qi Ma, Yue Li, Jiahuan Cheng, Runyi Yang, Bin Ren, Nikola Popovic, Mingqiang Wei, Nicu Sebe, Luc Van Gool, Theo Gevers, Martin R. Oswald, Danda Pani Paudel:
SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting. CoRR abs/2506.08710 (2025) - [i255]Jingqiu Zhang, Jingkuan Song, Lianli Gao, Nicu Sebe, Heng Tao Shen:
Reliable Few-shot Learning under Dual Noises. CoRR abs/2506.16330 (2025) - [i254]Jinlong Li, Dong Zhao, Qi Zang, Zequn Jie, Lin Ma, Nicu Sebe:
Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation. CoRR abs/2506.19022 (2025) - [i253]Ji Zhang, Shihan Wu, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen:
A Closer Look at Conditional Prompt Tuning for Vision-Language Models. CoRR abs/2506.23856 (2025) - [i252]Xiao Liu, Nan Pu, Haiyang Zheng, Wenjing Li, Nicu Sebe, Zhun Zhong:
Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery. CoRR abs/2507.04051 (2025) - [i251]Hao Tang, Ling Shao, Zhenyu Zhang, Luc Van Gool, Nicu Sebe:
Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis. CoRR abs/2507.06689 (2025) - [i250]Kuiyuan Sun, Yuxuan Zhang, Jichao Zhang, Jiaming Liu, Wei Wang, Niculae Sebe, Yao Zhao:
Stable-Hair v2: Real-World Hair Transfer via Multiple-View Diffusion Model. CoRR abs/2507.07591 (2025) - [i249]Yidan Wang, Chenyi Zhuang, Wutao Liu, Pan Gao, Nicu Sebe:
AlignCAT: Visual-Linguistic Alignment of Category and Attributefor Weakly Supervised Visual Grounding. CoRR abs/2508.03201 (2025) - [i248]Jiahua Dong, Hui Yin, Wenqi Liang, Hanbin Zhao, Henghui Ding, Nicu Sebe, Salman Khan, Fahad Shahbaz Khan:
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation. CoRR abs/2508.08612 (2025) - [i247]Bin Ren, Xiaoshui Huang, Mengyuan Liu, Hong Liu, Fabio Poiesi, Nicu Sebe, Guofeng Mei:
Masked Clustering Prediction for Unsupervised Point Cloud Pre-training. CoRR abs/2508.08910 (2025) - [i246]Rihao Chang, He Jiao, Weizhi Nie, Honglin Guo, Keliang Xie, Zhenhua Wu, Lina Zhao, Yunpeng Bai, Yongtao Ma, Lanjun Wang, Yuting Su, Xi Gao, Weijie Wang, Nicu Sebe, Bruno Lepri, Bingwei Sun:
Organ-Agents: Virtual Human Physiology Simulator via LLMs. CoRR abs/2508.14357 (2025) - [i245]Yihong Wu, Jinqiao Wei, Xionghui Zhao, Yidi Li, Shaoyi Du, Bin Ren, Nicu Sebe:
DSGC-Net: A Dual-Stream Graph Convolutional Network for Crowd Counting via Feature Correlation Mining. CoRR abs/2509.02261 (2025) - [i244]Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Shijian Lu, Nicu Sebe:
H2OT: Hierarchical Hourglass Tokenizer for Efficient Video Pose Transformers. CoRR abs/2509.06956 (2025) - [i243]Ziheng Chen, Xiao-Jun Wu, Bernhard Schölkopf, Nicu Sebe:
Riemannian Batch Normalization: A Gyro Approach. CoRR abs/2509.07115 (2025) - [i242]Qiuyu Chen, Xin Jin, Yue Song, Xihui Liu, Shuai Yang, Tao Yang, Ziqiang Li, Jianguo Huang, Yuntao Wei, Baao Xie, Nicu Sebe, Wenjun Zeng, Jooyeol Yun, Davide Abati, Mohamed Omran, Jaegul Choo, Amir Habibian, Auke J. Wiggers, Masato Kobayashi, Ning Ding, Toru Tamaki, Marzieh Gheisari, Auguste Genovesio, Yuheng Chen, Dingkun Liu, Xinyao Yang, Xinping Xu, Baicheng Chen, Dongrui Wu, Junhao Geng, Lexiang Lv, Jianxin Lin, Hanzhe Liang, Jie Zhou, Xuanxin Chen, Jinbao Wang, Can Gao, Zhangyi Wang, Zongze Li, Bihan Wen, Yixin Gao, Xiaohan Pan, Xin Li, Zhibo Chen, Baorui Peng, Zhongming Chen, Haoran Jin:
The 1st International Workshop on Disentangled Representation Learning for Controllable Generation (DRL4Real): Methods and Results. CoRR abs/2509.10463 (2025) - [i241]Haiyang Zheng, Nan Pu, Wenjing Li, Nicu Sebe, Zhun Zhong:
Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts. CoRR abs/2509.26227 (2025) - [i240]Guangyu Wei, Ke Han, Yueming Lyu, Yu Luo, Yue Jiang, Caifeng Shan, Nicu Sebe:
Towards Real-Time Fake News Detection under Evidence Scarcity. CoRR abs/2510.11277 (2025) - [i239]Xiaoxu Xu, Xuexun Liu, Jinlong Li, Yitian Yuan, Qiudan Zhang, Lin Ma, Nicu Sebe, Xu Wang:
3D Weakly Supervised Semantic Segmentation via Class-Aware and Geometry-Guided Pseudo-Label Refinement. CoRR abs/2510.17875 (2025) - [i238]Zhaoshu Yu, Bo Wang, Pengpeng Zeng, Haonan Zhang, Ji Zhang, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen:
A Survey on Efficient Vision-Language-Action Models. CoRR abs/2510.24795 (2025) - [i237]Xu Zheng, Zihao Dongfang, Lutao Jiang, Boyuan Zheng, Yulong Guo, Zhenquan Zhang, Giuliano Albanese, Runyi Yang, Mengjiao Ma, Zixin Zhang, Chenfei Liao, Dingcheng Zhen, Yuanhuiyi Lyu, Yuqian Fu, Bin Ren, Linfeng Zhang, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu:
Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks. CoRR abs/2510.25760 (2025) - [i236]Markus Pobitzer, Chang Liu, Chenyi Zhuang, Teng Long, Bin Ren, Nicu Sebe:
Loomis Painter: Reconstructing the Painting Process. CoRR abs/2511.17344 (2025) - [i235]Shida Gao, Feng Xue, Xiangfeng Wang, Anlong Ming, Teng Long, Yihua Shao, Haozhe Wang, Zhaowen Lin, Wei Wang, Nicu Sebe:
1 + 1 > 2: Detector-Empowered Video Large Language Model for Spatio-Temporal Grounding and Reasoning. CoRR abs/2512.06673 (2025) - [i234]Rui Wang, Yuting Jiang, Xiaoqing Luo, Xiaojun Wu, Nicu Sebe, Ziheng Chen:
Wasserstein-Aligned Hyperbolic Multi-View Clustering. CoRR abs/2512.09402 (2025) - [i233]Haiyang Zheng, Nan Pu, Wenjing Li, Teng Long, Nicu Sebe, Zhun Zhong:
Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning. CoRR abs/2512.12667 (2025) - [i232]Yue Li, Qi Ma, Runyi Yang, Mengjiao Ma, Bin Ren, Nikola Popovic, Nicu Sebe, Theo Gevers, Luc Van Gool, Danda Pani Paudel, Martin R. Oswald:
Chorus: Multi-Teacher Pretraining for Holistic 3D Gaussian Scene Encoding. CoRR abs/2512.17817 (2025) - [i231]Han-Wei Kung, Tuomas Varanka, Nicu Sebe:
Reverse Personalization. CoRR abs/2512.22984 (2025) - [i230]