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Boosting the Adversarial Transferability of Surrogate Model with Dark Knowledge



Dingcheng Yang , Zihao Xiao , Wenjian Yu

* 26 pages, 5 figures 

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Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition



Xiao Yang , Yinpeng Dong , Tianyu Pang , Zihao Xiao , Hang Su , Jun Zhu


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Nuisance-Label Supervision: Robustness Improvement by Free Labels



Xinyue Wei , Weichao Qiu , Yi Zhang , Zihao Xiao , Alan Yuille

* ICCV 2021 Workshop 

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Improving Transferability of Adversarial Patches on Face Recognition with Generative Models



Zihao Xiao , Xianfeng Gao , Chilin Fu , Yinpeng Dong , Wei Gao , Xiaolu Zhang , Jun Zhou , Jun Zhu

* Accpeted by CVPR 2021. Based on the camera ready version, some typos are fixed 

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Black-box Detection of Backdoor Attacks with Limited Information and Data



Yinpeng Dong , Xiao Yang , Zhijie Deng , Tianyu Pang , Zihao Xiao , Hang Su , Jun Zhu


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Benchmarking Adversarial Robustness



Yinpeng Dong , Qi-An Fu , Xiao Yang , Tianyu Pang , Hang Su , Zihao Xiao , Jun Zhu


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Zero-shot Recognition of Complex Action Sequences



Jonathan D. Jones , Tae Soo Kim , Michael Peven , Jin Bai , Zihao Xiao , Yi Zhang , Weichao Qiu , Alan Yuille , Gregory D. Hager


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RSA: Randomized Simulation as Augmentation for Robust Human Action Recognition



Yi Zhang , Xinyue Wei , Weichao Qiu , Zihao Xiao , Gregory D. Hager , Alan Yuille

* 10 pages, 8 figures 

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Towards Training Probabilistic Topic Models on Neuromorphic Multi-chip Systems



Zihao Xiao , Jianfei Chen , Jun Zhu

* Accepted by AAAI-18, oral 

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