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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

* Accepted by ECCV 2020 

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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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NPCFace: A Negative-Positive Cooperation Supervision for Training Large-scale Face Recognition

Jul 21, 2020
Dan Zeng, Hailin Shi, Hang Du, Jun Wang, Zhen Lei, Tao Mei


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Semi-Siamese Training for Shallow Face Learning

Jul 16, 2020
Hang Du, Hailin Shi, Yuchi Liu, Jun Wang, Zhen Lei, Dan Zeng, Tao Mei

* ECCV 2020 Spotlight 

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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 Challenge@CVPR2020; Accepted by CVPR2020 Media Forensics Workshop. arXiv admin note: text overlap with arXiv:2003.04092 

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Domain Balancing: Face Recognition on Long-Tailed Domains

Mar 30, 2020
Dong Cao, Xiangyu Zhu, Xingyu Huang, Jianzhu Guo, Zhen Lei

* Accepted to CVPR2020 

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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

* Accepted to CVPR2020 (Oral) 

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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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LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition

Dec 17, 2019
Aijing Yu, Haoxue Wu, Huaibo Huang, Zhen Lei, Ran He


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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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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

* 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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Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation

May 14, 2019
Chuan-Xian Ren, Bo-Hua Liang, Zhen Lei


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Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection

Mar 26, 2019
Zhiwei Liu, Xiangyu Zhu, Guosheng Hu, Haiyun Guo, Ming Tang, Zhen Lei, Neil M. Robertson, Jinqiao Wang

* Accepted at CVPR 2019 

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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

* Report of ECCV 2018 workshop: WIDER Face and Pedestrian Challenge 

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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

* 9 pages, 8 figures and 9 tables 

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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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Recurrent Calibration Network for Irregular Text Recognition

Dec 18, 2018
Yunze Gao, Yingying Chen, Jinqiao Wang, Zhen Lei, Xiao-Yu Zhang, Hanqing Lu

* 10 pages, 4 figures 

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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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Vehicle Re-identification Using Quadruple Directional Deep Learning Features

Nov 13, 2018
Jianqing Zhu, Huanqiang Zeng, Jingchang Huang, Shengcai Liao, Zhen Lei, Canhui Cai, LiXin Zheng

* this paper has been submitted to IEEE Transactions on Intelligent Transportation Systems, under review 

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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

* The first two authors have equal contributions. Corresponding author: Shifeng Zhang (shifeng.zhang@nlpr.ia.ac.cn

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Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd

Jul 23, 2018
Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, Stan Z. Li

* Accepted by ECCV 2018 

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Large-scale Bisample Learning on ID vs. Spot Face Recognition

Jun 11, 2018
Xiangyu Zhu, Hao Liu, Zhen Lei, Hailin Shi, Fan Yang, Dong Yi, Stan Z. Li


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Face Synthesis for Eyeglass-Robust Face Recognition

Jun 04, 2018
Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li

* 10 pages, 4 figures 

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Ensemble Soft-Margin Softmax Loss for Image Classification

May 10, 2018
Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li

* Accepted by IJCAI 2018 

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Face Alignment in Full Pose Range: A 3D Total Solution

Apr 02, 2018
Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li

* Published by IEEE TPAMI in 28 November 2017. arXiv admin note: text overlap with arXiv:1511.07212 

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