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Temporal Calibrated Regularization for Robust Noisy Label Learning

Jul 01, 2020
Dongxian Wu, Yisen Wang, Zhuobin Zheng, Shu-tao Xia

* Published as a conference paper at IJCNN 2020 

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Targeted Attack for Deep Hashing based Retrieval

May 08, 2020
Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-tao Xia, En-hui Yang

* 21 pages 

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Revisiting Loss Landscape for Adversarial Robustness

Apr 13, 2020
Dongxian Wu, Yisen Wang, Shu-tao Xia

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Matrix Smoothing: A Regularization for DNN with Transition Matrix under Noisy Labels

Mar 26, 2020
Xianbin Lv, Dongxian Wu, Shu-Tao Xia

* ICME 2020 

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Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets

Feb 14, 2020
Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma

* ICLR 2020 conference paper (spotlight) 

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