Lei, Zhen

90 publications

CVPR 2025 Bayesian Test-Time Adaptation for Vision-Language Models Lihua Zhou, Mao Ye, Shuaifeng Li, Nianxin Li, Xiatian Zhu, Lei Deng, Hongbin Liu, Zhen Lei

CVPR 2025 DaCapo: Score Distillation as Stacked Bridge for Fast and High-Quality 3D Editing Yufei Huang, Bangyan Liao, Yuqi Hu, Haitao Lin, Lirong Wu, Siyuan Li, Cheng Tan, Zicheng Liu, Yunfan Liu, Zelin Zang, Chang Yu, Zhen Lei

NeurIPS 2025 DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces Tianshuo Zhang, Li Gao, Siran Peng, Xiangyu Zhu, Zhen Lei

AAAI 2025 FIRM: Flexible Interactive Reflection ReMoval Xiao Chen, Xudong Jiang, Yunkang Tao, Zhen Lei, Qing Li, Chenyang Lei, Zhaoxiang Zhang

TMLR 2025 MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference Zelin Zang, ChenRui Duan, Siyuan Li, Jinlin Wu, BingoWing-Kuen Ling, Fuji Yang, Jiebo Luo, Zhen Lei, Stan Z. Li

CVPR 2025 MVBoost: Boost 3D Reconstruction with Multi-View Refinement Xiangyu Liu, Xiaomei Zhang, Zhiyuan Ma, Xiangyu Zhu, Zhen Lei

CVPR 2025 MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Siyuan Li, Luyuan Zhang, Zedong Wang, Juanxi Tian, Cheng Tan, Zicheng Liu, Chang Yu, Qingsong Xie, Haonan Lu, Haoqian Wang, Zhen Lei

AAAI 2025 Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection Shunxin Chen, Ajian Liu, Junze Zheng, Jun Wan, Kailai Peng, Sergio Escalera, Zhen Lei

CVPR 2025 Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation Without 3D Data Zhiyuan Ma, Xinyue Liang, Rongyuan Wu, Xiangyu Zhu, Zhen Lei, Lei Zhang

AAAI 2025 RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection Yiheng Li, Yang Yang, Zhen Lei

AAAI 2025 RealisHuman: A Two-Stage Approach for Refining Malformed Human Parts in Generated Images Benzhi Wang, Jingkai Zhou, Jingqi Bai, Yang Yang, Weihua Chen, Fan Wang, Zhen Lei

CVPR 2025 Recover and Match: Open-Vocabulary Multi-Label Recognition Through Knowledge-Constrained Optimal Transport Hao Tan, Zichang Tan, Jun Li, Ajian Liu, Jun Wan, Zhen Lei

IJCAI 2025 Top-Down Guidance for Learning Object-Centric Representations Junhong Zou, Xiangyu Zhu, Zhaoxiang Zhang, Zhen Lei

CVPR 2025 Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation Yiheng Li, Yang Yang, Zichang Tan, Huan Liu, Weihua Chen, Xu Zhou, Zhen Lei

CVPR 2024 3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation Zidu Wang, Xiangyu Zhu, Tianshuo Zhang, Baiqin Wang, Zhen Lei

CVPR 2024 CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing Ajian Liu, Shuai Xue, Jianwen Gan, Jun Wan, Yanyan Liang, Jiankang Deng, Sergio Escalera, Zhen Lei

AAAI 2024 Compositional Inversion for Stable Diffusion Models Xulu Zhang, Xiao-Yong Wei, Jinlin Wu, Tianyi Zhang, Zhaoxiang Zhang, Zhen Lei, Qing Li

AAAI 2024 Compound Text-Guided Prompt Tuning via Image-Adaptive Cues Hao Tan, Jun Li, Yizhuang Zhou, Jun Wan, Zhen Lei, Xiangyu Zhang

ECCV 2024 Expanding Scene Graph Boundaries: Fully Open-Vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention Zuyao Chen, Jinlin Wu, Zhen Lei, Zhaoxiang Zhang, Chang Wen Chen

ECCV 2024 General Geometry-Aware Weakly Supervised 3D Object Detection Guowen Zhang, Junsong Fan, Liyi Chen, Zhaoxiang Zhang, Zhen Lei, Lei Zhang

ECCV 2024 Open Vocabulary 3D Scene Understanding via Geometry Guided Self-Distillation Pengfei Wang, Yuxi Wang, Shuai Li, Zhaoxiang Zhang, Zhen Lei, Lei Zhang

ECCV 2024 ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation Zhiyuan Ma, Yuxiang Wei, Yabin Zhang, Xiangyu Zhu, Zhen Lei, Lei Zhang

CVPRW 2024 Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti

CVPRW 2024 Unified Physical-Digital Attack Detection Challenge Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei

IJCAI 2024 Unified Physical-Digital Face Attack Detection Hao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang Deng, Sergio Escalera, Xiaoming Liu, Jun Wan, Zhen Lei

NeurIPS 2024 Voxel Mamba: Group-Free State Space Models for Point Cloud Based 3D Object Detection Guowen Zhang, Lue Fan, Chenhang He, Zhen Lei, Zhaoxiang Zhang, Lei Zhang

ICCV 2023 Gloss-Free Sign Language Translation: Improving from Visual-Language Pretraining Benjia Zhou, Zhigang Chen, Albert Clapés, Jun Wan, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang

CVPR 2023 Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zhaoxiang Zhang, Zhen Lei

AAAI 2023 Grouped Knowledge Distillation for Deep Face Recognition Weisong Zhao, Xiangyu Zhu, Kaiwen Guo, Xiaoyu Zhang, Zhen Lei

CVPR 2023 High-Fidelity Clothed Avatar Reconstruction from a Single Image Tingting Liao, Xiaomei Zhang, Yuliang Xiu, Hongwei Yi, Xudong Liu, Guo-Jun Qi, Yong Zhang, Xuan Wang, Xiangyu Zhu, Zhen Lei

CVPR 2023 Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang

AAAI 2023 Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning Sunyuan Qiang, Jiayi Hou, Jun Wan, Yanyan Liang, Zhen Lei, Du Zhang

CVPR 2023 OTAvatar: One-Shot Talking Face Avatar with Controllable Tri-Plane Rendering Zhiyuan Ma, Xiangyu Zhu, Guo-Jun Qi, Zhen Lei, Lei Zhang

ICCV 2023 Self-Similarity Driven Scale-Invariant Learning for Weakly Supervised Person Search Benzhi Wang, Yang Yang, Jinlin Wu, Guo-jun Qi, Zhen Lei

CVPR 2023 Sharpness-Aware Gradient Matching for Domain Generalization Pengfei Wang, Zhaoxiang Zhang, Zhen Lei, Lei Zhang

CVPRW 2023 Surveillance Face Presentation Attack Detection Challenge Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei

CVPRW 2023 Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng

ECCV 2022 CAViT: Contextual Alignment Vision Transformer for Video Object Re-Identification Jinlin Wu, Lingxiao He, Wu Liu, Yang Yang, Zhen Lei, Tao Mei, Stan Z. Li

AAAI 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction Zongzhao Li, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang

CVPR 2022 Decoupling and Recoupling Spatiotemporal Representation for RGB-D-Based Motion Recognition Benjia Zhou, Pichao Wang, Jun Wan, Yanyan Liang, Fan Wang, Du Zhang, Zhen Lei, Hao Li, Rong Jin

CVPR 2022 HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zidu Wang, Zhaoxiang Zhang, Zhen Lei

CVPR 2022 Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li, Zichang Tan, Jun Wan, Zhen Lei, Guodong Guo

ICLR 2022 Object Dynamics Distillation for Scene Decomposition and Representation Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang

ICCVW 2021 3D High-Fidelity Mask Face Presentation Attack Detection Challenge Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo

CVPR 2021 Face Forgery Detection by 3D Decomposition Xiangyu Zhu, Hao Wang, Hongyan Fei, Zhen Lei, Stan Z. Li

AAAI 2021 Searching for Alignment in Face Recognition Xiaqing Xu, Qiang Meng, Yunxiao Qin, Jianzhu Guo, Chenxu Zhao, Feng Zhou, Zhen Lei

ECCV 2020 Beyond 3DMM Space: Towards Fine-Grained 3D Face Reconstruction Xiangyu Zhu, Fan Yang, Di Huang, Chang Yu, Hao Wang, Jianzhu Guo, Zhen Lei, Stan Z. Li

ECCV 2020 Exclusivity-Consistency Regularized Knowledge Distillation for Face Recognition Xiaobo Wang, Tianyu Fu, Shengcai Liao, Shuo Wang, Zhen Lei, Tao Mei

AAAI 2020 Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu, Zezheng Wang, Zitong Yu, Tianyu Fu, Feng Zhou, Jingping Shi, Zhen Lei

CVPRW 2020 Multi-Modal Face Anti-Spoofing Based on Central Difference Networks Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao

AAAI 2020 PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou

AAAI 2020 Relational Learning for Joint Head and Human Detection Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou

ECCV 2020 Semi-Siamese Training for Shallow Face Learning Hang Du, Hailin Shi, Yuchi Liu, Jun Wang, Zhen Lei, Dan Zeng, Tao Mei

ECCV 2020 Towards Fast, Accurate and Stable 3D Dense Face Alignment Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li

AAAI 2019 Selective Refinement Network for High Performance Face Detection Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou

IJCAI 2018 Ensemble Soft-Margin SoftMax Loss for Image Classification Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li

ECCV 2018 Occlusion-Aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, Stan Z. Li

CVPR 2017 Exclusivity-Consistency Regularized Multi-View Subspace Clustering Xiaobo Wang, Xiaojie Guo, Zhen Lei, Changqing Zhang, Stan Z. Li

ICCV 2017 S3FD: Single Shot Scale-Invariant Face Detector Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li

CVPR 2016 CRAFT Objects from Images Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li

ECCV 2016 Embedding Deep Metric for Person Re-Identification: A Study Against Large Variations Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Wei-Shi Zheng, Stan Z. Li

CVPR 2016 Face Alignment Across Large Poses: A 3D Solution Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li

AAAI 2016 Large Scale Similarity Learning Using Similar Pairs for Person Verification Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li

CVPRW 2016 Learning Discriminative Features with Class Encoder Hailin Shi, Xiangyu Zhu, Zhen Lei, Shengcai Liao, Stan Z. Li

AAAI 2016 Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li

ICCV 2015 Convolutional Channel Features Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li

CVPR 2015 High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, Stan Z. Li

CVPR 2015 JOTS: Joint Online Tracking and Segmentation Longyin Wen, Dawei Du, Zhen Lei, Stan Z. Li, Ming-Hsuan Yang

CVPR 2015 Object Detection by Labeling Superpixels Junjie Yan, Yinan Yu, Xiangyu Zhu, Zhen Lei, Stan Z. Li

WACV 2015 Online Visual Tracking Using Temporally Coherent Part Cluster Wenbo Li, Longyin Wen, Mooi Choo Chuah, Yi Zhang, Zhen Lei, Stan Z. Li

CVPR 2014 Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph Longyin Wen, Wenbo Li, Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li

ECCV 2014 Stacked Deformable Part Model with Shape Regression for Object Part Localization Junjie Yan, Zhen Lei, Yang Yang, Stan Z. Li

CVPR 2014 The Fastest Deformable Part Model for Object Detection Junjie Yan, Zhen Lei, Longyin Wen, Stan Z. Li

ECCVW 2014 The Visual Object Tracking VOT2014 Challenge Results Matej Kristan, Roman P. Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomás Vojír, Gustavo Fernández, Alan Lukezic, Aleksandar Dimitriev, Alfredo Petrosino, Amir Saffari, Bo Li, Bohyung Han, Cherkeng Heng, Christophe Garcia, Dominik Pangersic, Gustav Häger, Fahad Shahbaz Khan, Franci Oven, Horst Possegger, Horst Bischof, Hyeonseob Nam, Jianke Zhu, Jijia Li, Jin Young Choi, Jinwoo Choi, João F. Henriques, Joost van de Weijer, Jorge Batista, Karel Lebeda, Kristoffer Öfjäll, Kwang Moo Yi, Lei Qin, Longyin Wen, Mario Edoardo Maresca, Martin Danelljan, Michael Felsberg, Ming-Ming Cheng, Philip H. S. Torr, Qingming Huang, Richard Bowden, Sam Hare, Samantha YueYing Lim, Seunghoon Hong, Shengcai Liao, Simon Hadfield, Stan Z. Li, Stefan Duffner, Stuart Golodetz, Thomas Mauthner, Vibhav Vineet, Weiyao Lin, Yang Li, Yuankai Qi, Zhen Lei, Zhi Heng Niu

CVPRW 2013 Exploring Structural Information and Fusing Multiple Features for Person Re-Identification Yang Hu, Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li

ICCVW 2013 Learn to Combine Multiple Hypotheses for Accurate Face Alignment Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li

ICCVW 2013 Pedestrian Attribute Classification in Surveillance: Database and Evaluation Jianqing Zhu, Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li

CVPR 2013 Robust Multi-Resolution Pedestrian Detection in Traffic Scenes Junjie Yan, Xucong Zhang, Zhen Lei, Shengcai Liao, Stan Z. Li

CVPRW 2013 The CASIA NIR-VIS 2.0 Face Database Stan Z. Li, Dong Yi, Zhen Lei, Shengcai Liao

CVPR 2013 Towards Pose Robust Face Recognition Dong Yi, Zhen Lei, Stan Z. Li

CVPR 2012 Discriminant Image Filter Learning for Face Recognition with Local Binary Pattern like Representation Zhen Lei, Dong Yi, Stan Z. Li

CVPR 2012 Multi-Pedestrian Detection in Crowded Scenes: A Global View Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li

CVPR 2012 Online Content-Aware Video Condensation Shikun Feng, Zhen Lei, Dong Yi, Stan Z. Li

ECCV 2012 Online Spatio-Temporal Structural Context Learning for Visual Tracking Longyin Wen, Zhaowei Cai, Zhen Lei, Dong Yi, Stan Z. Li

CVPRW 2009 Adaptive Object Classification in Surveillance System by Exploiting Scene Context Jitao Sang, Zhen Lei, Shengcai Liao, Stan Z. Li

CVPR 2009 Coupled Spectral Regression for Matching Heterogeneous Faces Zhen Lei, Stan Z. Li

ICCVW 2009 Nonnegative Matrix Factorization with Gibbs Random Field Modeling Shengcai Liao, Zhen Lei, Stan Z. Li

ICCVW 2009 Stepwise Correlation Metric Based Discriminant Analysis and Multi-Probe Images Fusion for Face Recognition Zhen Lei, Shengcai Liao, Stan Z. Li

CVPRW 2009 The HFB Face Database for Heterogeneous Face Biometrics Research Stan Z. Li, Zhen Lei, Meng Ao

CVPR 2008 Face Shape Recovery from a Single Image Using CCA Mapping Between Tensor Spaces Zhen Lei, Qinqun Bai, Ran He, Stan Z. Li