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Kuan-Lin Chen 0002
Person information
- affiliation: Apple, Department of Machine Learning Research Engineering Cambridge, MA, USA
- affiliation (PhD 2024): University of California, San Diego, Meta Reality Labs Research, Department of Electrical and Computer Engineering, La Jolla, CA, USA
Other persons with the same name
- Kuan-Lin Chen — disambiguation page
- Kuan-Lin Chen 0001
— National Taiwan University, Graduate Institute of Communication Engineering, Taipei, Taiwan (and 1 more) - Kuan-Lin Chen 0003
— National Chung Hsing University, Department of Applied Mathematics, Taichung, Taiwan
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2020 – today
- 2025
[j1]Kuan-Lin Chen
, Bhaskar D. Rao
:
Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources Than Sensors: A Deep Learning Methodology. IEEE Trans. Signal Process. 73: 1293-1308 (2025)
[c11]Rushabha Balaji, Kuan-Lin Chen, Bhaskar D. Rao:
A Structured Neural Network Approach for Learning Improved Iterative Algorithms for SBL. ICASSP 2025: 1-5
[c10]Kuan-Lin Chen, Bhaskar D. Rao:
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation. ICASSP 2025: 1-5
[i7]Kuan-Lin Chen, Bhaskar D. Rao:
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation. CoRR abs/2503.12386 (2025)- 2024
[b1]Kuan-Lin Chen:
Deep Learning with Estimation and Complexity Guarantees for Signal Processing. University of California San Diego, USA, 2024
[i6]Kuan-Lin Chen, Bhaskar D. Rao:
Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology. CoRR abs/2408.16605 (2024)- 2023
[c9]Kuan-Lin Chen
, Ching Hua Lee, Bhaskar D. Rao, Harinath Garudadri:
A DNN Based Normalized Time-Frequency Weighted Criterion for Robust Wideband DoA Estimation. ICASSP 2023: 1-5
[c8]Kuan-Lin Chen
, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu:
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-Channel Speech Enhancement. ICASSP 2023: 1-5
[c7]Tzu-Han Zoe Cheng
, Kuan-Lin Chen
, Juliane Schubert, Ya-Ping Chen, Tim Brown, John Iversen:
Similar Hierarchical Representation of Speech and Other Complex Sounds In the Brain and Deep Residual Networks: An MEG Study. INTERSPEECH 2023: 5182-5186
[i5]Kuan-Lin Chen, Ching Hua Lee, Bhaskar D. Rao, Harinath Garudadri:
A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation. CoRR abs/2302.10147 (2023)- 2022
[c6]Kuan-Lin Chen, Harinath Garudadri, Bhaskar D. Rao:
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions. NeurIPS 2022
[i4]Kuan-Lin Chen, Harinath Garudadri, Bhaskar D. Rao:
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions. CoRR abs/2210.07236 (2022)
[i3]Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu:
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech Enhancement. CoRR abs/2211.08624 (2022)- 2021
[c5]Alice Sokolova, Dhiman Sengupta, Kuan-Lin Chen
, Rajesh K. Gupta, Baris Aksanli
, Fredric J. Harris, Harinath Garudadri:
Multirate Audiometric Filter Bank for Hearing Aid Devices. ACSCC 2021: 1436-1442
[c4]Kuan-Lin Chen, Ching Hua Lee, Harinath Garudadri, Bhaskar D. Rao:
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees. NeurIPS 2021: 3413-3424
[i2]Kuan-Lin Chen, Ching Hua Lee, Harinath Garudadri, Bhaskar D. Rao:
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees. CoRR abs/2111.05496 (2021)
[i1]Kuan-Lin Chen, Ching Hua Lee, Bhaskar D. Rao, Harinath Garudadri:
A Generalized Proportionate-Type Normalized Subband Adaptive Filter. CoRR abs/2111.08952 (2021)- 2020
[c3]Kuan-Lin Chen
, Ching Hua Lee, Bhaskar D. Rao, Harinath Garudadri:
Jointly Leveraging Decorrelation and Sparsity for Improved Feedback Cancellation in Hearing Aids. EUSIPCO 2020: 121-125
2010 – 2019
- 2019
[c2]Kuan-Lin Chen
, Ching Hua Lee
, Bhaskar D. Rao, Harinath Garudadri:
A Generalized Proportionate-Type Normalized Subband Adaptive Filter. ACSSC 2019: 749-753
[c1]Ching Hua Lee, Kuan-Lin Chen
, Fredric J. Harris, Bhaskar D. Rao, Harinath Garudadri:
On Mitigating Acoustic Feedback in Hearing Aids with Frequency Warping by All-Pass Networks. INTERSPEECH 2019: 4245-4249
Coauthor Index

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