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Exploring the Relationship between Architecture and Adversarially Robust Generalization


Sep 28, 2022
Shiyu Tang, Siyuan Liang, Ruihao Gong, Aishan Liu, Xianglong Liu, Dacheng Tao


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Rethinking Data Augmentation in Knowledge Distillation for Object Detection


Sep 20, 2022
Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao

* 8 pages, 5 figures 

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Improving Robust Fairness via Balance Adversarial Training


Sep 15, 2022
Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, XiangLong Liu, Aishan Liu


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Adaptive Perturbation Generation for Multiple Backdoors Detection


Sep 13, 2022
Yuhang Wang, Huafeng Shi, Rui Min, Ruijia Wu, Siyuan Liang, Yichao Wu, Ding Liang, Aishan Liu

* 7 pages, 5 figures 

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Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection


Aug 23, 2022
Simin Li, Huangxinxin Xu, Jiakai Wang, Aishan Liu, Fazhi He, Xianglong Liu, Dacheng Tao


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Defensive Patches for Robust Recognition in the Physical World


Apr 13, 2022
Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao

* Accepted by CVPR2022 

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BiBERT: Accurate Fully Binarized BERT


Mar 12, 2022
Haotong Qin, Yifu Ding, Mingyuan Zhang, Qinghua Yan, Aishan Liu, Qingqing Dang, Ziwei Liu, Xianglong Liu

* International Conference on Learning Representations (ICLR) 2022 

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Harnessing Perceptual Adversarial Patches for Crowd Counting


Sep 16, 2021
Shunchang Liu, Jiakai Wang, Aishan Liu, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao


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RobustART: Benchmarking Robustness on Architecture Design and Training Techniques


Sep 15, 2021
Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan Yuille, Philip H. S. Torr, Dacheng Tao


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