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Structure-Regularized Attention for Deformable Object Representation


Jun 12, 2021
Shenao Zhang, Li Shen, Zhifeng Li, Wei Liu

* Published at NeurIPS 2020 Workshop on Object Representations for Learning and Reasoning; code is available at https://github.com/shenao-zhang/StRA 

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Attacking Adversarial Attacks as A Defense


Jun 09, 2021
Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu


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Image-to-Video Generation via 3D Facial Dynamics


May 31, 2021
Xiaoguang Tu, Yingtian Zou, Jian Zhao, Wenjie Ai, Jian Dong, Yuan Yao, Zhikang Wang, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng


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Joint Face Image Restoration and Frontalization for Recognition


May 12, 2021
Xiaoguang Tu, Jian Zhao, Qiankun Liu, Wenjie Ai, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng

* 14 pages, 9 figures 

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Backdoor Attack in the Physical World


Apr 24, 2021
Yiming Li, Tongqing Zhai, Yong Jiang, Zhifeng Li, Shu-Tao Xia

* This work was done when Yiming Li was an intern at Tencent AI Lab, supported by the Tencent Rhino-Bird Elite Training Program (2020). This is a 6-pages short version of our ongoing work, `Rethinking the Trigger of Backdoor Attack' (arXiv:2004.04692). It is accepted by the non-archival ICLR 2021 workshop on Robust and Reliable Machine Learning in the Real World. arXiv admin note: substantial text overlap with arXiv:2004.04692 

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Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits


Feb 21, 2021
Jiawang Bai, Baoyuan Wu, Yong Zhang, Yiming Li, Zhifeng Li, Shu-Tao Xia

* Accepted by ICLR 2021 

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Learning Spatial Attention for Face Super-Resolution


Dec 04, 2020
Chaofeng Chen, Dihong Gong, Hao Wang, Zhifeng Li, Kwan-Yee K. Wong

* TIP 2020. Codes are available at https://github.com/chaofengc/Face-SPARNet 

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Pixel-wise Dense Detector for Image Inpainting


Nov 04, 2020
Ruisong Zhang, Weize Quan, Baoyuan Wu, Zhifeng Li, Dong-Ming Yan

* 12 pages, 9 figures, accepted by Computer Graphics Forum 

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Backdoor Learning: A Survey


Aug 21, 2020
Yiming Li, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shu-Tao Xia

* 11 pages. A curated list of backdoor learning resources in this paper is presented in the Github Repo (https://github.com/THUYimingLi/backdoor-learning-resources). We will try our best to continuously maintain the repo 

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Task-agnostic Temporally Consistent Facial Video Editing


Jul 03, 2020
Meng Cao, Haozhi Huang, Hao Wang, Xuan Wang, Li Shen, Sheng Wang, Linchao Bao, Zhifeng Li, Jiebo Luo


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AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks


Jun 16, 2020
Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu


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Efficient Black-Box Adversarial Attack Guided by the Distribution of Adversarial Perturbations


Jun 15, 2020
Yan Feng, Baoyuan Wu, Yanbo Fan, Zhifeng Li, Shutao Xia


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Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition


May 25, 2020
Bing Cao, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li

* IJCAI 2019 

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Effective and Robust Detection of Adversarial Examples via Benford-Fourier Coefficients


May 12, 2020
Chengcheng Ma, Baoyuan Wu, Shibiao Xu, Yanbo Fan, Yong Zhang, Xiaopeng Zhang, Zhifeng Li


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Rethinking the Trigger of Backdoor Attack


Apr 09, 2020
Yiming Li, Tongqing Zhai, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shutao Xia

* 13 pages 

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Toward Adversarial Robustness via Semi-supervised Robust Training


Mar 16, 2020
Yiming Li, Baoyuan Wu, Yan Feng, Yanbo Fan, Yong Jiang, Zhifeng Li, Shutao Xia

* 15 pages 

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Controllable Descendant Face Synthesis


Feb 26, 2020
Yong Zhang, Le Li, Zhilei Liu, Baoyuan Wu, Yanbo Fan, Zhifeng Li

* 10 pages, 9 figures 

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Facial Attribute Capsules for Noise Face Super Resolution


Feb 16, 2020
Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li

* To appear in AAAI 2020 

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Video Face Super-Resolution with Motion-Adaptive Feedback Cell


Feb 15, 2020
Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li

* To appear in AAAI 2020 

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Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network


Aug 17, 2019
Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu


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Decorrelated Adversarial Learning for Age-Invariant Face Recognition


Apr 10, 2019
Hao Wang, Dihong Gong, Zhifeng Li, Wei Liu


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Efficient Decision-based Black-box Adversarial Attacks on Face Recognition


Apr 09, 2019
Yinpeng Dong, Hang Su, Baoyuan Wu, Zhifeng Li, Wei Liu, Tong Zhang, Jun Zhu

* CVPR 2019 

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Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition


Oct 17, 2018
Yitong Wang, Dihong Gong, Zheng Zhou, Xing Ji, Hao Wang, Zhifeng Li, Wei Liu, Tong Zhang


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CosFace: Large Margin Cosine Loss for Deep Face Recognition


Apr 03, 2018
Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong, Jingchao Zhou, Zhifeng Li, Wei Liu

* Accepted by CVPR 2018 

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Detecting Faces Using Region-based Fully Convolutional Networks


Sep 18, 2017
Yitong Wang, Xing Ji, Zheng Zhou, Hao Wang, Zhifeng Li


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Face R-CNN


Jun 04, 2017
Hao Wang, Zhifeng Li, Xing Ji, Yitong Wang


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Range Loss for Deep Face Recognition with Long-tail


Nov 28, 2016
Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao

* 9 pages, 5 figures, Submitted to CVPR, 2017 

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