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Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning


Jul 19, 2021
Haoran Xu, Xianyuan Zhan, Xiangyu Zhu

* Accepted by RL4RealLife workshop in ICML 2021, appendix included 

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Model-Based Offline Planning with Trajectory Pruning


May 16, 2021
Xianyuan Zhan, Xiangyu Zhu, Haoran Xu


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DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning


Feb 24, 2021
Xianyuan Zhan, Haoran Xu, Yue Zhang, Yusen Huo, Xiangyu Zhu, Honglei Yin, Yu Zheng


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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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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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Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction


Sep 03, 2020
Jiangjing Lyu, Xiaobo Li, Xiangyu Zhu, Cheng Cheng


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VOC-ReID: Vehicle Re-identification based on Vehicle-Orientation-Camera


May 15, 2020
Xiangyu Zhu, Zhenbo Luo, Pei Fu, Xiang Ji

* AICity2020 Challenge, CVPR 2020 workshop, code avaible at github(link in abstract) 

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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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Grand Challenge of 106-Point Facial Landmark Localization


May 09, 2019
Yinglu Liu, Hao Shen, Yue Si, Xiaobo Wang, Xiangyu Zhu, Hailin Shi, Zhibin Hong, Hanqi Guo, Ziyuan Guo, Yanqin Chen, Bi Li, Teng Xi, Jun Yu, Haonian Xie, Guochen Xie, Mengyan Li, Qing Lu, Zengfu Wang, Shenqi Lai, Zhenhua Chai, Xiaoming Wei

* Accepted at ICME2019 Grand Challenge 

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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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Two-phase Hair Image Synthesis by Self-Enhancing Generative Model


Feb 28, 2019
Haonan Qiu, Chuan Wang, Hang Zhu, Xiangyu Zhu, Jinjin Gu, Xiaoguang Han


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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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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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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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FaceBoxes: A CPU Real-time Face Detector with High Accuracy


Jan 03, 2018
Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li

* Accepted by IJCB 2017; Added references 

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S$^3$FD: Single Shot Scale-invariant Face Detector


Nov 15, 2017
Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li

* Accepted by ICCV 2017 + its supplementary materials; Updated the latest results on WIDER FACE 

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Deep Residual Text Detection Network for Scene Text


Nov 11, 2017
Xiangyu Zhu, Yingying Jiang, Shuli Yang, Xiaobing Wang, Wei Li, Pei Fu, Hua Wang, Zhenbo Luo

* IAPR International Conference on Document Analysis and Recognition (ICDAR) 2017 

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R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection


Jun 30, 2017
Yingying Jiang, Xiangyu Zhu, Xiaobing Wang, Shuli Yang, Wei Li, Hua Wang, Pei Fu, Zhenbo Luo

* 8 pages, 6 figures, 3 tables 

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Embedding Deep Metric for Person Re-identication A Study Against Large Variations


Nov 01, 2016
Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Weishi Zheng, Stan Z. Li

* Published in ECCV2016. arXiv admin note: substantial text overlap with arXiv:1511.07545 

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Learning Discriminative Features with Class Encoder


May 09, 2016
Hailin Shi, Xiangyu Zhu, Zhen Lei, Shengcai Liao, Stan Z. Li

* Accepted by CVPR2016 Workshop of Robust Features for Computer Vision 

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Constrained Deep Metric Learning for Person Re-identification


Nov 24, 2015
Hailin Shi, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Yang Yang, Stan Z. Li

* 11 pages, 16 figures 

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Face Alignment Across Large Poses: A 3D Solution


Nov 23, 2015
Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li

* 11 pages, 10 figures 

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Person Re-identification by Local Maximal Occurrence Representation and Metric Learning


May 06, 2015
Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li

* This paper has been accepted by CVPR 2015. For source codes and extracted features please visit http://www.cbsr.ia.ac.cn/users/scliao/projects/lomo_xqda/ 

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