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Spherical Motion Dynamics of Deep Neural Networks with Batch Normalization and Weight Decay


Jul 02, 2020
Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang, Jian Sun


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Angle-based Search Space Shrinking for Neural Architecture Search


May 01, 2020
Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun

* 15 pages 

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Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization


Jan 19, 2020
Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun

* Published in ICLR2020; code: https://github.com/megvii-model/MABN 

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Towards Making Deep Transfer Learning Never Hurt


Nov 18, 2019
Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan

* accapted as long paper at the 19th IEEE International Conference on Data Mining, 2019 
* 10 pages 

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Neural Control Variates for Variance Reduction


Jun 01, 2018
Zhanxing Zhu, Ruosi Wan, Mingjun Zhong


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