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Layer-Parallel Training of Residual Networks with Auxiliary-Variable Networks


Dec 10, 2021
Qi Sun, Hexin Dong, Zewei Chen, Jiacheng Sun, Zhenguo Li, Bin Dong

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Towards Understanding the Generative Capability of Adversarially Robust Classifiers


Aug 20, 2021
Yao Zhu, Jiacheng Ma, Jiacheng Sun, Zewei Chen, Rongxin Jiang, Zhenguo Li

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* Accepted by ICCV 2021, Oral 

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TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search


May 25, 2021
Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

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* Published at CVPR 2021. 8 pages main paper, 13 pages in total 

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Penalty and Augmented Lagrangian Methods for Layer-parallel Training of Residual Networks


Sep 03, 2020
Qi Sun, Hexing Dong, Zewei Chen, Weizhen Dian, Jiacheng Sun, Yitong Sun, Zhenguo Li, Bin Dong

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CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search


Jul 22, 2020
Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

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* Published at ECCV2020 

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New Interpretations of Normalization Methods in Deep Learning


Jun 16, 2020
Jiacheng Sun, Xiangyong Cao, Hanwen Liang, Weiran Huang, Zewei Chen, Zhenguo Li

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* Accepted by AAAI 2020 

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Multi-objective Neural Architecture Search via Non-stationary Policy Gradient


Jan 31, 2020
Zewei Chen, Fengwei Zhou, George Trimponias, Zhenguo Li

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MANAS: Multi-Agent Neural Architecture Search


Sep 05, 2019
Fabio Maria Carlucci, Pedro M Esperança, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang

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