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Two-stream Convolutional Networks for Multi-frame Face Anti-spoofing

Aug 09, 2021
Zhuoyi Zhang, Cheng Jiang, Xiya Zhong, Chang Song, Yifeng Zhang

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Improving Adversarial Robustness in Weight-quantized Neural Networks

Jan 23, 2021
Chang Song, Elias Fallon, Hai Li

* 10 pages 

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Feedback Learning for Improving the Robustness of Neural Networks

Sep 12, 2019
Chang Song, Zuoguan Wang, Hai Li

* Accepted by ICMLA 2019 

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MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks

May 11, 2018
Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Hai Li, Yiran Chen

* 6 pages, 4 figures, 2 tables 

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