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Training Meta-Surrogate Model for Transferable Adversarial Attack


Sep 07, 2021
Yunxiao Qin, Yuanhao Xiong, Jinfeng Yi, Cho-Jui Hsieh

* 15 pages, 7 figures 

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PoseFace: Pose-Invariant Features and Pose-Adaptive Loss for Face Recognition


Jul 25, 2021
Qiang Meng, Xiaqing Xu, Xiaobo Wang, Yang Qian, Yunxiao Qin, Zezheng Wang, Chenxu Zhao, Feng Zhou, Zhen Lei


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Deep Learning for Face Anti-Spoofing: A Survey


Jun 28, 2021
Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao

* submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Dual-Cross Central Difference Network for Face Anti-Spoofing


May 04, 2021
Zitong Yu, Yunxiao Qin, Hengshuang Zhao, Xiaobai Li, Guoying Zhao

* Accepted by IJCAI2021 

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Searching for Alignment in Face Recognition


Feb 10, 2021
Xiaqing Xu, Qiang Meng, Yunxiao Qin, Jianzhu Guo, Chenxu Zhao, Feng Zhou, Zhen Lei

* Accepted by AAAI 2021 

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NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing


Nov 03, 2020
Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI); the CASIA-SURF 3DMask dataset is available at http://www.cbsr.ia.ac.cn/users/jwan/database/3DMask.pdf 

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Layer-Wise Adaptive Updating for Few-Shot Image Classification


Jul 16, 2020
Yunxiao Qin, Weiguo Zhang, Zezheng Wang, Chenxu Zhao, Jingping Shi


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Multi-Modal Face Anti-Spoofing Based on Central Difference Networks


Apr 17, 2020
Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao

* 1st place in "Track Multi-Modal" of ChaLearn Face Anti-spoofing Attack Detection [email protected]; Accepted by CVPR2020 Media Forensics Workshop. arXiv admin note: text overlap with arXiv:2003.04092 

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Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing


Mar 18, 2020
Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin, Qiusheng Zhou, Feng Zhou, Zhen Lei

* Accepted by CVPR2020 (oral) 

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Searching Central Difference Convolutional Networks for Face Anti-Spoofing


Mar 09, 2020
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao

* Accepted by CVPR2020 

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Meta Anti-spoofing: Learning to Learn in Face Anti-spoofing


Apr 29, 2019
Chenxu Zhao, Yunxiao Qin, Zezheng Wang, Tianyu Fu, Hailin Shi

* 12 pages 

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Rethink and Redesign Meta learning


Dec 24, 2018
Yunxiao Qin, Weiguo Zhang, Chenxu Zhao, Zezheng Wang, Hailin Shi, Guojun Qi, Jingping Shi, Zhen Lei

* 16 pages. arXiv admin note: text overlap with arXiv:1811.07545 

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Exploiting temporal and depth information for multi-frame face anti-spoofing


Nov 26, 2018
Zezheng Wang, Chenxu Zhao, Yunxiao Qin, Qiusheng Zhou, Zhen Lei


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Representation based and Attention augmented Meta learning


Nov 26, 2018
Yunxiao Qin, Chenxu Zhao, Zezheng Wang, Junliang Xing, Jun Wan, Zhen Lei

* 10 pages, 6 figures 

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