Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Aojun Zhou

Group Fisher Pruning for Practical Network Compression


Aug 02, 2021
Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

* ICML2021; Code: https://github.com/jshilong/FisherPruning 

  Access Paper or Ask Questions

Incorporating Convolution Designs into Visual Transformers


Apr 20, 2021
Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu, Wei Wu


  Access Paper or Ask Questions

Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch


Feb 08, 2021
Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li

* ICLR2021 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Towards Improving Generalization of Deep Networks via Consistent Normalization


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

* Technical Report 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions