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2020 – today
- 2023
- [b1]Like Hui:
Surprising Empirical Phenomena of Deep Learning and Kernel Machines. University of California, San Diego, USA, 2023 - [c8]Like Hui, Mikhail Belkin, Stephen Wright:
Cut your Losses with Squentropy. ICML 2023: 14114-14131 - [i5]Like Hui, Mikhail Belkin, Stephen Wright:
Cut your Losses with Squentropy. CoRR abs/2302.03952 (2023) - [i4]Chaoyue Liu, Like Hui:
ReLU soothes the NTK condition number and accelerates optimization for wide neural networks. CoRR abs/2305.08813 (2023) - 2022
- [i3]Like Hui, Mikhail Belkin, Preetum Nakkiran:
Limitations of Neural Collapse for Understanding Generalization in Deep Learning. CoRR abs/2202.08384 (2022) - 2021
- [c7]Like Hui, Mikhail Belkin:
Evaluation of Neural Architectures trained with square Loss vs Cross-Entropy in Classification Tasks. ICLR 2021 - 2020
- [i2]Like Hui, Mikhail Belkin:
Evaluation of Neural Architectures Trained with Square Loss vs Cross-Entropy in Classification Tasks. CoRR abs/2006.07322 (2020)
2010 – 2019
- 2019
- [c6]Yong Xu, Chao Weng, Like Hui, Jianming Liu, Meng Yu, Dan Su, Dong Yu:
Joint Training of Complex Ratio Mask Based Beamformer and Acoustic Model for Noise Robust Asr. ICASSP 2019: 6745-6749 - [c5]Like Hui, Siyuan Ma, Mikhail Belkin:
Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement. INTERSPEECH 2019: 2748-2752 - 2018
- [i1]Like Hui, Siyuan Ma, Mikhail Belkin:
Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement. CoRR abs/1811.02095 (2018) - 2016
- [c4]Cong Guo, Like Hui, Wei-Qiang Zhang, Jia Liu:
A speech enhancement algorithm using computational auditory scene analysis with spectral subtraction. ISSPIT 2016: 6-10 - 2015
- [j2]Huihui Zhang, Like Hui, Yuhan Dong:
Angle of Arrival Analysis for Underwater Wireless Optical Links. IEEE Commun. Lett. 19(12): 2162-2165 (2015) - [j1]Huihui Zhang, Yuhan Dong, Like Hui:
On Capacity of Downlink Underwater Wireless Optical MIMO Systems With Random Sea Surface. IEEE Commun. Lett. 19(12): 2166-2169 (2015) - [c3]Meng Cai, Zhiqiang Lv, Cheng Lu, Jian Kang, Like Hui, Zhuo Zhang, Jia Liu:
High-performance Swahili keyword search with very limited language pack: The THUEE system for the OpenKWS15 evaluation. ASRU 2015: 215-222 - [c2]Zhiqiang Lv, Meng Cai, Cheng Lu, Jian Kang, Like Hui, Wei-Qiang Zhang, Jia Liu:
Improved system fusion for keyword search. ASRU 2015: 230-236 - [c1]Like Hui, Meng Cai, Cong Guo, Liang He, Wei-Qiang Zhang, Jia Liu:
Convolutional maxout neural networks for speech separation. ISSPIT 2015: 24-27
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