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Dynamic Token Normalization Improves Vision Transformer

Dec 05, 2021
Wenqi Shao, Yixiao Ge, Zhaoyang Zhang, Xuyuan Xu, Xiaogang Wang, Ying Shan, Ping Luo

* 18 pages, 12 Tables, 9 Figures 

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BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening

May 13, 2021
Wenqi Shao, Hang Yu, Zhaoyang Zhang, Hang Xu, Zhenguo Li, Ping Luo

* 19 pages, 7 figures, 6 tables 

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Channel Equilibrium Networks for Learning Deep Representation

Feb 29, 2020
Wenqi Shao, Shitao Tang, Xingang Pan, Ping Tan, Xiaogang Wang, Ping Luo

* 19 pages, 8 figures 

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Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks

Aug 19, 2019
Zhaoyang Zhang, Jingyu Li, Wenqi Shao, Zhanglin Peng, Ruimao Zhang, Xiaogang Wang, Ping Luo

* accepted by ICCV 2019 

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SSN: Learning Sparse Switchable Normalization via SparsestMax

Mar 09, 2019
Wenqi Shao, Tianjian Meng, Jingyu Li, Ruimao Zhang, Yudian Li, Xiaogang Wang, Ping Luo

* 10 pages, 6 figures, accepted to CVPR 2019 

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Learning Efficient Detector with Semi-supervised Adaptive Distillation

Jan 14, 2019
Shitao Tang, Litong Feng, Wenqi Shao, Zhanghui Kuang, Wei Zhang, Yimin Chen

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Towards Understanding Regularization in Batch Normalization

Sep 30, 2018
Ping Luo, Xinjiang Wang, Wenqi Shao, Zhanglin Peng

* Preprint. Work in progress. 17 pages 

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