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Stan Z. Li

AutoMix: Unveiling the Power of Mixup


Mar 24, 2021
Zicheng Liu, Siyuan Li, Di Wu, Zhiyuan Chen, Lirong Wu, Jianzhu Guo, Stan Z. Li

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* The first version of AutoMix. 13 pages, 11 figures 
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Consistent Representation Learning for High Dimensional Data Analysis


Dec 01, 2020
Stan Z. Li, Lirong Wu, Zelin Zang

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Face Forgery Detection by 3D Decomposition


Nov 19, 2020
Xiangyu Zhu, Hao Wang, Hongyan Fei, Zhen Lei, Stan Z. Li

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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

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* 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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Deep Manifold Computing and Visualization


Oct 28, 2020
Stan Z. Li, Zelin Zang, Lirong Wu

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Invertible Manifold Learning for Dimension Reduction


Oct 07, 2020
Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li

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* 18 pages. We propose a novel invertible dimension reduction process for manifold learning with a neural network implementation, and explore the inherent difficulty of manifold learning in real-world secnarios by the way 
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Towards Fast, Accurate and Stable 3D Dense Face Alignment


Sep 21, 2020
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li

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* Accepted by ECCV 2020 
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Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition


Aug 21, 2020
Zitong Yu, Benjia Zhou, Jun Wan, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao

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* Submitted to IEEE Transactions on Image Processing 
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SADet: Learning An Efficient and Accurate Pedestrian Detector


Jul 26, 2020
Chubin Zhuang, Zhen Lei, Stan Z. Li

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Markov-Lipschitz Deep Learning


Jun 21, 2020
Stan Z. Li, Zelin Zhang, Lirong Wu

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Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review


Apr 23, 2020
Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li

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* 18 figures, 6 tables, 12 pages 
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Learning Meta Face Recognition in Unseen Domains


Mar 25, 2020
Jianzhu Guo, Xiangyu Zhu, Chenxu Zhao, Dong Cao, Zhen Lei, Stan Z. Li

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* Accepted to CVPR2020 (Oral) 
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CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing


Mar 11, 2020
Ajian Li, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

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* 17 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:1912.02340 
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Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing


Dec 16, 2019
Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

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* 10 pages, 9 figures, conference 
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Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection


Dec 05, 2019
Shifeng Zhang, Cheng Chi, Yongqiang Yao, Zhen Lei, Stan Z. Li

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WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild


Sep 25, 2019
Shifeng Zhang, Yiliang Xie, Jun Wan, Hansheng Xia, Stan Z. Li, Guodong Guo

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* TMM: submitted on 2018.07.17, accepted on 2019.07.01. arXiv admin note: text overlap with arXiv:1805.07193, arXiv:1805.00123 by other authors 
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Relational Learning for Joint Head and Human Detection


Sep 24, 2019
Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou

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PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes


Sep 15, 2019
Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou

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RefineFace: Refinement Neural Network for High Performance Face Detection


Sep 10, 2019
Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li

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* Journal extension of our previous conference paper: arXiv:1809.02693. arXiv admin note: text overlap with arXiv:1901.02350 by other authors 
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CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing


Aug 28, 2019
Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guogong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li

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* Journal extension of our previous conference paper: arXiv:1812.00408 
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ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition


Jul 29, 2019
Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li

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* 14 pages, 8 figures, 6 tables 
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WIDER Face and Pedestrian Challenge 2018: Methods and Results


Feb 19, 2019
Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou

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* Report of ECCV 2018 workshop: WIDER Face and Pedestrian Challenge 
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Improved Selective Refinement Network for Face Detection


Jan 23, 2019
Shifeng Zhang, Rui Zhu, Xiaobo Wang, Hailin Shi, Tianyu Fu, Shuo Wang, Tao Mei, Stan Z. Li

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* Technical report, 8 pages, 6 figures 
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Improving Face Anti-Spoofing by 3D Virtual Synthesis


Jan 02, 2019
Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li

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* 9 pages, 8 figures and 9 tables 
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CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing


Dec 23, 2018
Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li

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* 10 pages, 8 figures, 6 tables 
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CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-Spoofing


Dec 02, 2018
Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li

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* 10 pages, 8 figures, 6 tables 
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Selective Refinement Network for High Performance Face Detection


Sep 07, 2018
Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou

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* The first two authors have equal contributions. Corresponding author: Shifeng Zhang ([email protected]) 
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