发表论文
[1] Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023null. 2023, [2] Yueying Kao, Bowen Pan, Miao Xu, 朱翔昱, Xiaobo Li, Zhen Lei. Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image. IEEE Transactions on Image Processing[J]. 2023, [3] Xiangyu Zhu, Hongyan Fei, Bin Zhang, Tianshuo Zhang, Xiaoyu Zhang, Stan Z. Li, Zhen Lei. Face Forgery Detection by 3D Decomposition and Composition Search. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)[J]. 2023, [4] Xiangyu Zhu, Tingting Liao, Xiaomei Zhang, Jiangjing Lyu, Zhiwen Chen, Yunfeng Wang, Kan Guo, Qiong Cao, Stan Z. Li, Zhen Lei. MVP-Human Dataset for 3D Clothed Human Avatar Reconstruction from Multiple Frames. IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM)[J]. 2023, [5] Weisong Zhao, Xiangyu Zhu, Kaiwen Guo, Xiaoyu Zhang, Zhen Lei. Grouped Knowledge Distillation For Deep Face Recognition. AAAI 2023null. 2023, [6] Zhiyuan Ma, Xiangyu Zhu, Guojun Qi, Zhen Lei, Lei Zhang. OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023null. 2023, [7] Chang, Yu, Xiangyu Zhu, Xiaomei Zhang, Zhaoxiang Zhang, Zhen Lei. Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023null. 2023, [8] Xiangyu Zhu, Chang Yu, Di Huang, Zhen Lei, Hao Wang, Stan Z. Li. Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape. IEEE Transaction on Pattern Analysis and Machine Intelligence[J]. 2022, [9] Xiaomei Zhang, Yingying Chen, Ming Tang, Jinqiao Wang, Xiangyu Zhu, Zhen Lei. Human Parsing with Part-aware Relation Modeling. IEEE Transactions on Multimedia[J]. 2022, [10] Zhao, Weisong, Zhu, Xiangyu, Shi, Haichao, Zhang, XiaoYu, Lei, Zhen. Consistent Sub-Decision Network for Low-Quality Masked Face Recognition. IEEE SIGNAL PROCESSING LETTERS[J]. 2022, 29: 1147-1151, http://dx.doi.org/10.1109/LSP.2022.3170246.[11] Tianshuo Zhang, Xiangyu Zhu, Feng Pan, Ke Xiang, 雷震. Face Forgery Detection by Multi-dimensional Image Decomposition. CCBRnull. 2022, [12] Zheng Sun, Xiangyu Zhu, Zhen Lei, Ma, Xibo. Caged Monkey Dataset: A New Benchmark for Caged Monkey Pose Estimation. PRCVnull. 2022, [13] Zongzhao Li, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction. AAAI Conference on Artificial Intelligence (AAAI)null. 2022, [14] Xiaomei Zhang, Feng Pan, Ke Xiang, Xiangyu Zhu, Chang Yu, Zidu Wang, Zhen Lei. Contrastive and Consistent Learning for Unsupervised Human Parsing. CCBRnull. 2022, [15] Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Object Dynamics Distillation for Scene Decomposition and Representation. 5th International Conference on Learning Representations (ICLR 2022)null. 2022, [16] 雷震. Face Forgery Detection by 3D Decomposition. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. 2021, [17] Liao, Tingting, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z, Feng, J, Zhang, J, Liu, M, Fang, Y. 3D Context-Aware PIFu for Clothed Human Reconstruction. BIOMETRIC RECOGNITION (CCBR 2021)null. 2021, 12878: 128-138, [18] Liu, Hao, Zhu, Xiangyu, Lei, Zhen, Cao, Dong, Li, Stan Z. Fast Adapting Without Forgetting for Face Recognition. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 31(8): 3093-3104, http://dx.doi.org/10.1109/TCSVT.2020.3035890.[19] Guo, Jianzhu, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z. Decomposed Meta Batch Normalization for Fast Domain Adaptation in Face Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 16(-): 3082-3095, http://dx.doi.org/10.1109/TIFS.2021.3073823.[20] Guo, Jianzhu, Zhu, Xiangyu, Yang, Yang, Yang, Fan, Lei, Zhen, Li, Stan Z. Towards Fast, Accurate and Stable 3D Dense Face Alignment. 2021, http://arxiv.org/abs/2009.09960.[21] Wang, Zezheng, Yu, Zitong, Zhao, Chenxu, Zhu, Xiangyu, Qin, Yunxiao, Zhou, Qiusheng, Zhou, Feng, Lei, Zhen, IEEE. Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2020, 5041-5050, [22] Yu, Chang, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z. Out-of-Distribution Detection for Reliable Face Recognition. IEEE SIGNAL PROCESSING LETTERS[J]. 2020, 27: 710-714, http://dx.doi.org/10.1109/LSP.2020.2988140.[23] 雷震. Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction. Proceedings of 16th European Conference on Computer Vision. 2020, [24] Guo, Jianzhu, Zhu, Xiangyu, Zhao, Chenxu, Cao, Dong, Lei, Zhen, Li, Stan Z, IEEE. Learning Meta Face Recognition in Unseen Domains. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2020, 6162-6171, http://dx.doi.org/10.1109/CVPR42600.2020.00620.[25] 朱翔昱. Learning Meta Model for Zero-and Few-shot Face Anti-spoofing. AAAI Conference on Artificial Intelligence (AAAI). 2020, [26] Guo Jianzhu, Zhu Xiangyu, Zhao Chenxu, Cao Dong, Lei Zhen, Li Stan Z. Learning Meta Face Recognition in Unseen Domains. 2020, http://arxiv.org/abs/2003.07733.[27] Cao, Dong, Zhu, Xiangyu, Huang, Xingyu, Guo, Jianzhu, Lei, Zhen, IEEE. Domain Balancing: Face Recognition on Long-Tailed Domains. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2020, 5670-5678, [28] Liu, Yinglu, Shen, Hao, Si, Yue, Wang, Xiaobo, Zhu, Xiangyu, Shi, Hailin, Hong, Zhibin, Guo, Hanqi, Guo, Ziyuan, Chen, Yanqin, Li, Bi, Xi, Teng, Yu, Jun, Xie, Haonian, Xie, Guochen, Li, Mengyan, Lu, Qing, Wang, Zengfu, Lai, Shenqi, Chai, Zhenhua, Wei, Xiaoming, IEEE. GRAND CHALLENGE OF 106-POINT FACIAL LANDMARK LOCALIZATION. 2019 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO WORKSHOPS (ICMEW)null. 2019, 613-616, [29] Liu, Hao, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z, IEEE Comp Soc. AdaptiveFace: Adaptive Margin and Sampling for Face Recognition. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)null. 2019, 11939-11948, [30] Xiangyu Zhu, Stan Z Li, Zhen Lei, Chubin Zhuang, Shifeng Zhang. Single Shot Attention-Based Face Detector. LECTURE NOTES IN COMPUTER SCIENCEnull. 2019, http://ir.ia.ac.cn/handle/173211/23068.[31] Liu, Zhiwei, Zhu, Xiangyu, Tang, Ming, Lei, Zhen, Wang, Jinqiao. Efficient Face Alignment with Fast Normalization and Contour Fitting Loss. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2019, 15(3): http://dx.doi.org/10.1145/3338842.[32] Jin, Haibo, Zhang, Shifeng, Zhu, Xiangyu, Tang, Yinhang, Lei, Zhen, Li, Stan Z, IEEE. Learning Lightweight Face Detector with Knowledge Distillation. 2019 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB)null. 2019, [33] Guo, Jianzhu, Zhu, Xiangyu, Xiao, Jinchuan, Lei, Zhen, Wan, Genxun, Li, Stan Z, IEEE. Improving Face Anti-Spoofing by 3D Virtual Synthesis. 2019 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB)null. 2019, [34] Liu, Zhiwei, Zhu, Xiangyu, Hu, Guosheng, Guo, Haiyun, Tang, Ming, Lei, Zhen, Robertson, Neil M, Wang, Jinqiao, IEEE Comp Soc. Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)null. 2019, 3462-3471, [35] Zhang, Lu, Zhu, Xiangyu, Chen, Xiangyu, Yang, Xu, Lei, Zhen, Liu, Zhiyong, IEEE. Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019)null. 2019, 5126-5136, [36] 朱翔昱. Dense Facial Landmark Localization: database and annotation tool. IEEE 34rd Youth Academic Annual Conference of Chinese Association of Automation (YAC). 2019, [37] Zhu, Xiangyu, Liu, Xiaoming, Lei, Zhen, Li, Z. Face Alignment in Full Pose Range: A 3D Total Solution. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2019, 41(1): 78-92, [38] Zhu, Xiangyu, Liu, Hao, Lei, Zhen, Shi, Hailin, Yang, Fan, Yi, Dong, Qi, Guojun, Li, Stan Z. Large-Scale Bisample Learning on ID Versus Spot Face Recognition. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2019, 127(6-7): 684-700, http://ir.ia.ac.cn/handle/173211/24236.[39] Zhang Lu, Zhu Xiangyu, Chen Xiangyu, Yang Xu, Lei Zhen, Liu Zhiyong. Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection. 2019, http://arxiv.org/abs/1901.02645.[40] Guo, Jianzhu, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z, Zhou, J, Wang, Y, Sun, Z, Jia, Z, Feng, J, Shan, S, Ubul, K, Guo, Z. Face Synthesis for Eyeglass-Robust Face Recognition. BIOMETRIC RECOGNITION, CCBR 2018null. 2018, 10996: 275-284, [41] Zhang, Shifeng, Zhu, Xiangyu, Lei, Zhen, Wang, Xiaobo, Shi, Hailin, Li, Stan Z. Detecting Face with Densely Connected Face Proposal Network. NEUROCOMPUTING[J]. 2018, 284: 119-127, http://dx.doi.org/10.1016/j.neucom.2018.01.012.[42] Zhen Lei, Xiaojie Guo, Hailin Shi, Xiaobo Wang, Stan Z Li, Xiangyu Zhu. Co-Referenced Subspace Clustering. 2018, http://ir.ia.ac.cn/handle/173211/20917.[43] Stan Z Li, 雷震, Jianzhu Guo, Xiangyu Zhu. Face Synthesis for Eyeglasss-Robust Face Recognition. LECTURE NOTES IN COMPUTER SCIENCEnull. 2018, http://ir.ia.ac.cn/handle/173211/23069.[44] Zhuang Chubin, Zhang Shifeng, Zhu Xiangyu, Lei Zhen, Li Stan Z, Zhou J, Wang Y, Sun Z, Jia Z, Feng J, Shan S, Ubul K, Guo Z. Single Shot Attention-Based Face Detector. BIOMETRIC RECOGNITION, CCBR 2018null. 2018, 10996: 285-293, [45] Shi, Hailin, Wang, Xiaobo, Yi, Dong, Lei, Zhen, Zhu, Xiangyu, Li, Stan Z. Cross-Modality Face Recognition via Heterogeneous Joint Bayesian. IEEE SIGNAL PROCESSING LETTERS[J]. 2017, 24(1): 81-85, http://dx.doi.org/10.1109/LSP.2016.2637400.[46] Stan Z Li, Xiaobo Wang, Hailin Shi, Zhen Lei, Xiangyu Zhu, Shifeng Zhang. FaceBoxes: A CPU Real-time Face Detector with High Accuracy. 2017, http://arxiv.org/abs/1708.05234.[47] Shifeng Zhang, Stan Z Li, Xiaobo Wang, Hailin Shi, Zhen Lei, Xiangyu Zhu. S3FD: Single Shot Scale-invariant Face Detector. 2017, http://arxiv.org/abs/1708.05237.[48] Zhang, Shifeng, Zhu, Xiangyu, Lei, Zhen, Shi, Hailin, Wang, Xiaobo, Li, Stan Z, IEEE. FaceBoxes: A CPU Real-time Face Detector with High Accuracy. 2017 IEEE INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB)null. 2017, 1-9, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426973200001.[49] Xiangyu Zhu, 雷震, Stan Z Li, Tianyu Fu, Wang Tao. Countermeasures to face photo spoofing attacks by exploiting structure and texture information from rotated face sequences. MOBILE BIOMETRICS. 2017, http://ir.ia.ac.cn/handle/173211/20058.[50] 朱翔昱. Detecting Face with Densely Connected Face Proposal Network (Best Student Paper Award). Chinese Conference on Biometrics (CCBR). 2017, [51] Zhu, Xiangyu, Lei, Zhen, Liu, Xiaoming, Shi, Hailin, Li, Stan Z, IEEE. Face Alignment Across Large Poses: A 3D Solution. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2016, 146-155, [52] Xiangyu Zhu, Zhen Lei, Stan Z Li, Weishi Zheng, Shengcai Liao, Yang Yang, Hailin Shi. Embedding Deep Metric for Person Re-identification: A Study Against Large Variations. LECTURE NOTES IN COMPUTER SCIENCEnull. 2016, http://ir.ia.ac.cn/handle/173211/23074.[53] Shi, Hailin, Yang, Yang, Zhu, Xiangyu, Liao, Shengcai, Lei, Zhen, Zheng, Weishi, Li, Stan Z, Leibe, B, Matas, J, Sebe, N, Welling, M. Embedding Deep Metric for Person Re-identification: A Study Against Large Variations. COMPUTER VISION - ECCV 2016, PT Inull. 2016, 9905: 732-748, [54] 李子青, 石海林, 朱翔昱, 雷震, 廖胜才. Learning Discriminative Features with Class Encoder. PROCEEDINGS OF 29TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, (CVPRW 2016)null. 2016, 1119-1125, [55] Zhu, Xiangyu, Lei, Zhen, Liu, Xiaoming, Shi, Hailin, Li, Stan Z, IEEE. Face Alignment Across Large Poses: A 3D Solution. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2016, 146-155, [56] 石海林, 郑伟诗, 李子青, 雷震, 雷震, 廖胜才, 朱翔昱, 杨阳. Embedding Deep Metric for Person Re-identication: A Study Against Large Variations. 2016, http://arxiv.org/abs/1611.00137.[57] Zhu Xiangyu, Yan Junjie, Yi Dong, Lei Zhen, Li Stan Z, IEEE. Discriminative 3D Morphable Model Fitting. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 1null. 2015, [58] Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z, IEEE. Person Re-identification by Local Maximal Occurrence Representation and Metric Learning. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2015, 2197-2206, [59] Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z, IEEE. Person Re-identification by Local Maximal Occurrence Representation and Metric Learning. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2015, 2197-2206, [60] Zhu Xiangyu, Lei Zhen, Yi Dong, Yan Junjie, Li Ziqing. High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2015, 787-796, [61] Xiangyu Zhu, Stan Z Li, Zhen Lei, Yinan Yu, Junjie Yan. Object Detection by Labeling Superpixels. 2015, http://ir.ia.ac.cn/handle/173211/20049.[62] Zhu Xiangyu, Lei Zhen, Yan Junjie, Yi Dong, Li Stan Z, IEEE. High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2015, 787-796, [63] Yan Junjie, Yu Yinan, Zhu Xiangyu, Lei Zhen, Li Stan Z, IEEE. Object Detection by Labeling Superpixels. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2015, 5107-5116, [64] 朱翔昱, 雷震. Robust 3D Morphable Model Fitting by Sparse SIFT Flow. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)null. 2014, 4044 - 4049, http://ir.ia.ac.cn/handle/173211/4461.