Zeng, Wenjun

74 publications

ICCV 2025 Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning Qi Wang, Zhipeng Zhang, Baao Xie, Xin Jin, Yunbo Wang, Shiyu Wang, Liaomo Zheng, Xiaokang Yang, Wenjun Zeng

NeurIPS 2025 DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge Wenyao Zhang, Hongsi Liu, Zekun Qi, Yunnan Wang, XinQiang Yu, Jiazhao Zhang, Runpei Dong, Jiawei He, He Wang, Zhizheng Zhang, Li Yi, Wenjun Zeng, Xin Jin

ICCV 2025 Hybrid-Grained Feature Aggregation with Coarse-to-Fine Language Guidance for Self-Supervised Monocular Depth Estimation Wenyao Zhang, Hongsi Liu, Bohan Li, Jiawei He, Zekun Qi, Yunnan Wang, Shengyang Zhao, Xinqiang Yu, Wenjun Zeng, Xin Jin

ICLR 2025 Open-World Reinforcement Learning over Long Short-Term Imagination Jiajian Li, Qi Wang, Yunbo Wang, Xin Jin, Yang Li, Wenjun Zeng, Xiaokang Yang

ICCV 2025 Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions Liang Xu, Chengqun Yang, Zili Lin, Fei Xu, Yifan Liu, Congsheng Xu, Yiyi Zhang, Jie Qin, Xingdong Sheng, Yunhui Liu, Xin Jin, Yichao Yan, Wenjun Zeng, Xiaokang Yang

ICML 2025 Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty Meera Hahn, Wenjun Zeng, Nithish Kannen, Rich Galt, Kartikeya Badola, Been Kim, Zi Wang

AAAI 2025 RLLTE: Long-Term Evolution Project of Reinforcement Learning Mingqi Yuan, Zequn Zhang, Yang Xu, Shihao Luo, Bo Li, Xin Jin, Wenjun Zeng

TMLR 2025 RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning Mingqi Yuan, Roger Creus Castanyer, Bo Li, Xin Jin, Wenjun Zeng, Glen Berseth

ICCV 2025 ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng

CVPR 2025 UniScene: Unified Occupancy-Centric Driving Scene Generation Bohan Li, Jiazhe Guo, Hongsi Liu, Yingshuang Zou, Yikang Ding, Xiwu Chen, Hu Zhu, Feiyang Tan, Chi Zhang, Tiancai Wang, Shuchang Zhou, Li Zhang, Xiaojuan Qi, Hao Zhao, Mu Yang, Wenjun Zeng, Xin Jin

ECCVW 2024 Architecture-Agnostic Unsupervised Gradient Regularization for Parameter-Efficient Transfer Learning Wenjie Zhu, Yabin Zhang, Pengfei Wang, Xin Jin, Wenjun Zeng, Lei Zhang

IJCAI 2024 Bridging Stereo Geometry and BEV Representation with Reliable Mutual Interaction for Semantic Scene Completion Bohan Li, Yasheng Sun, Zhujin Liang, Dalong Du, Zhuanghui Zhang, Xiaofeng Wang, Yunnan Wang, Xin Jin, Wenjun Zeng

ECCV 2024 Closed-Loop Unsupervised Representation Disentanglement with $\\beta$-VAE Distillation and Diffusion Probabilistic Feedback Xin Jin, Bohan Li, Baao Xie, Wenyao Zhang, Jinming Liu, Ziqiang Li, Tao Yang, Wenjun Zeng

NeurIPS 2024 Graph-Based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models Baao Xie, Qiuyu Chen, Yunnan Wang, Zequn Zhang, Xin Jin, Wenjun Zeng

ECCV 2024 HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects Xintao Lv, Liang Xu, Yichao Yan, Xin Jin, Congsheng Xu, Wu Shuwen, Yifan Liu, Lincheng Li, Mengxiao Bi, Wenjun Zeng, Xiaokang Yang

ECCV 2024 Hierarchical Temporal Context Learning for Camera-Based Semantic Scene Completion Bohan Li, Jiajun Deng, Wenyao Zhang, Zhujin Liang, Dalong Du, Xin Jin, Wenjun Zeng

CVPR 2024 Inter-X: Towards Versatile Human-Human Interaction Analysis Liang Xu, Xintao Lv, Yichao Yan, Xin Jin, Shuwen Wu, Congsheng Xu, Yifan Liu, Yizhou Zhou, Fengyun Rao, Xingdong Sheng, Yunhui Liu, Wenjun Zeng, Xiaokang Yang

NeurIPS 2024 Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning Qi Wang, Junming Yang, Yunbo Wang, Xin Jin, Wenjun Zeng, Xiaokang Yang

AAAI 2024 One at a Time: Progressive Multi-Step Volumetric Probability Learning for Reliable 3D Scene Perception Bohan Li, Yasheng Sun, Jingxin Dong, Zheng Zhu, Jinming Liu, Xin Jin, Wenjun Zeng

ECCV 2024 Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu, Ruoyu Feng, Yunpeng Qi, Qiuyu Chen, Zhibo Chen, Wenjun Zeng, Xin Jin

CVPR 2024 ReGenNet: Towards Human Action-Reaction Synthesis Liang Xu, Yizhou Zhou, Yichao Yan, Xin Jin, Wenhan Zhu, Fengyun Rao, Xiaokang Yang, Wenjun Zeng

NeurIPS 2024 Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation Yunnan Wang, Ziqiang Li, Wenyao Zhang, Zequn Zhang, Baao Xie, Xihui Liu, Wenjun Zeng, Xin Jin

ICCV 2023 ActFormer: A GAN-Based Transformer Towards General Action-Conditioned 3D Human Motion Generation Liang Xu, Ziyang Song, Dongliang Wang, Jing Su, Zhicheng Fang, Chenjing Ding, Weihao Gan, Yichao Yan, Xin Jin, Xiaokang Yang, Wenjun Zeng, Wei Wu

ICML 2023 Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng

ICCV 2023 NaviNeRF: NeRF-Based 3D Representation Disentanglement by Latent Semantic Navigation Baao Xie, Bohan Li, Zequn Zhang, Junting Dong, Xin Jin, Jingyu Yang, Wenjun Zeng

CVPR 2022 Correlation-Aware Deep Tracking Fei Xie, Chunyu Wang, Guangting Wang, Yue Cao, Wankou Yang, Wenjun Zeng

ICLR 2022 Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

CVPR 2022 Lifelong Unsupervised Domain Adaptive Person Re-Identification with Coordinated Anti-Forgetting and Adaptation Zhipeng Huang, Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu, Zheng-Jun Zha

CVPR 2022 ReSTR: Convolution-Free Referring Image Segmentation Using Transformers Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng, Suha Kwak

ICLR 2022 Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph Dacheng Yin, Xuanchi Ren, Chong Luo, Yuwang Wang, Zhiwei Xiong, Wenjun Zeng

NeurIPSW 2022 Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng

ECCV 2022 Robust Multi-Object Tracking by Marginal Inference Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu

AAAI 2022 Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng

ICLR 2022 Towards Building a Group-Based Unsupervised Representation Disentanglement Framework Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng

ECCV 2022 VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data Jiajun Su, Chunyu Wang, Xiaoxuan Ma, Wenjun Zeng, Yizhou Wang

AAAI 2022 When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism Guangting Wang, Yucheng Zhao, Chuanxin Tang, Chong Luo, Wenjun Zeng

ICCV 2021 An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation Rongchang Xie, Chunyu Wang, Wenjun Zeng, Yizhou Wang

AAAI 2021 Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zheng-Jun Zha

ICCVW 2021 Learning Tracking Representations via Dual-Branch Fully Transformer Networks Fei Xie, Chunyu Wang, Guangting Wang, Wankou Yang, Wenjun Zeng

CVPR 2021 MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen

NeurIPS 2021 PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning Tao Yu, Cuiling Lan, Wenjun Zeng, Mingxiao Feng, Zhizheng Zhang, Zhibo Chen

ICCV 2021 Re-Energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

ICCVW 2021 Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

CVPR 2021 S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng

ICCV 2021 Self-Supervised Visual Representations Learning by Contrastive Mask Prediction Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

CVPRW 2021 Target-Tailored Source-Transformation for Scene Graph Generation Wentong Liao, Cuiling Lan, Michael Ying Yang, Wenjun Zeng, Bodo Rosenhahn

NeurIPS 2021 ToAlign: Task-Oriented Alignment for Unsupervised Domain Adaptation Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zhibo Chen

IJCAI 2021 Uncertainty-Aware Few-Shot Image Classification Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang

CVPR 2021 Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong

AAAI 2021 Very Important Person Localization in Unconstrained Conditions: A New Benchmark Xiao Wang, Zheng Wang, Toshihiko Yamasaki, Wenjun Zeng

ECCVW 2020 AF2S: An Anchor-Free Two-Stage Tracker Based on a Strong SiamFC Baseline Anfeng He, Guangting Wang, Chong Luo, Xinmei Tian, Wenjun Zeng

IJCAI 2020 Beyond Intra-Modality: A Survey of Heterogeneous Person Re-Identification Zheng Wang, Zhixiang Wang, Yinqiang Zheng, Yang Wu, Wenjun Zeng, Shin'ichi Satoh

ECCV 2020 Global Distance-Distributions Separation for Unsupervised Person Re-Identification Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

IJCAI 2020 Joint Time-Frequency and Time Domain Learning for Speech Enhancement Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng

IJCAI 2020 Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation Yucheng Zhao, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

AAAI 2020 PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin, Chong Luo, Zhiwei Xiong, Wenjun Zeng

AAAI 2020 Posterior-Guided Neural Architecture Search Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

AAAI 2020 Semantics-Aligned Representation Learning for Person Re-Identification Xin Jin, Cuiling Lan, Wenjun Zeng, Guoqiang Wei, Zhibo Chen

AAAI 2020 Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

ECCV 2020 VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment Hanyue Tu, Chunyu Wang, Wenjun Zeng

AAAI 2019 Detect or Track: Towards Cost-Effective Video Object Detection/Tracking Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng

AAAI 2019 Learning Basis Representation to Refine 3D Human Pose Estimations Chunyu Wang, Haibo Qiu, Alan L. Yuille, Wenjun Zeng

ICCVW 2019 The Seventh Visual Object Tracking VOT2019 Challenge Results Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhenhua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou

ECCV 2018 Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang, Jianru Xue, Cuiling Lan, Wenjun Zeng, Zhanning Gao, Nanning Zheng

ECCV 2018 Online Dictionary Learning for Approximate Archetypal Analysis Jieru Mei, Chunyu Wang, Wenjun Zeng

ECCVW 2018 The Sixth Visual Object Tracking VOT2018 Challenge Results Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He

ECCVW 2018 Towards a Better Match in Siamese Network Based Visual Object Tracker Anfeng He, Chong Luo, Xinmei Tian, Wenjun Zeng

ICCVW 2017 Adaptive Pooling in Multi-Instance Learning for Web Video Annotation Dong Liu, Yizhou Zhou, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng

AAAI 2017 An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu

ICCV 2017 Human Pose Estimation Using Global and Local Normalization Ke Sun, Cuiling Lan, Junliang Xing, Wenjun Zeng, Dong Liu, Jingdong Wang

ICCV 2017 View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng

AAAI 2016 Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

ECCV 2016 Online Human Action Detection Using Joint Classification-Regression Recurrent Neural Networks Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu

CVPR 2015 High-Speed Hyperspectral Video Acquisition with a Dual-Camera Architecture Lizhi Wang, Zhiwei Xiong, Dahua Gao, Guangming Shi, Wenjun Zeng, Feng Wu