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Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models


Jun 15, 2022
Fan Bao, Chongxuan Li, Jiacheng Sun, Jun Zhu, Bo Zhang

* Accepted in ICML 2022 

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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

* Accepted by ICCV 2021, Oral 

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Improved OOD Generalization via Adversarial Training and Pre-training


May 24, 2021
Mingyang Yi, Lu Hou, Jiacheng Sun, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma

* published in ICML2021 

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Batch Group Normalization


Dec 09, 2020
Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro Esperanca, Guang-Zhong Yang, Zhenguo Li

* 8 pages 

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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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New Interpretations of Normalization Methods in Deep Learning


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

* Accepted by AAAI 2020 

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DARTS+: Improved Differentiable Architecture Search with Early Stopping


Sep 13, 2019
Hanwen Liang, Shifeng Zhang, Jiacheng Sun, Xingqiu He, Weiran Huang, Kechen Zhuang, Zhenguo Li


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