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Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks

Oct 02, 2020
Kun Yuan, Quanquan Li, Dapeng Chen, Aojun Zhou, Junjie Yan

* 13 pages, 3 figures, 6 tables 

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Towards Improving Generalization of Deep Networks via Consistent Normalization

Aug 31, 2019
Aojun Zhou, Yukun Ma, Yudian Li, Xiaohan Zhang, Ping Luo

* Technical Report 

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HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions

Aug 11, 2019
Duo Li, Aojun Zhou, Anbang Yao

* Accepted by ICCV 2019. Code and pretrained models are available at https://github.com/d-li14/HBONet 

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Deeply-supervised Knowledge Synergy

Jun 04, 2019
Dawei Sun, Anbang Yao, Aojun Zhou, Hao Zhao

* Added supplementary materials, and the code is available at https://github.com/sundw2014/DKS 

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Second Rethinking of Network Pruning in the Adversarial Setting

Mar 29, 2019
Shaokai Ye, Kaidi Xu, Sijia Liu, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, Xue Lin


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Deep Neural Network Compression with Single and Multiple Level Quantization

Mar 06, 2018
Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong

* 8 pages,6 figures. AAAI18 

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