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Wentao Zhu is a fourth-year Ph.D. student in Computer Science at Center on Frontiers of Computing Studies, Peking University. He is a member of the Computer Vision and Digital Art group, advised by Prof. Yizhou Wang. Previously, he received Bachelor's degrees in Computer Science and Economics from Peking University in 2020.
His research interests primarily include computer vision and machine learning. Specifically, he is interested in building human-aware AI systems that can perceive, understand, and interact with human beings. |
Publications
2023
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Human Motion Generation: A Survey Wentao Zhu*, Xiaoxuan Ma*, Dongwoo Ro*, Hai Ci, Jinlu Zhang, Jiaxin Shi, Feng Gao, Qi Tian, Yizhou Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Paper |
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Social Motion Prediction with Cognitive Hierarchies Wentao Zhu*, Jason Qin*, Yuke Lou, Hang Ye, Xiaoxuan Ma, Hai Ci, Yizhou Wang Neural Information Processing Systems (NeurIPS), 2023 Paper / Code / Project Page / Video |
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ChimpACT: A Longitudinal Dataset for
Understanding Chimpanzee Behaviors Xiaoxuan Ma*, Stephan P. Kaufhold*, Jiajun Su*, Wentao Zhu, Jack Terwilliger, Andres Meza, Yixin Zhu, Federico Rossano, Yizhou Wang Neural Information Processing Systems (NeurIPS, Datasets and Benchmarks Track), 2023 Paper / Code / Project Page / Video |
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MotionBERT: A Unified Perspective on Learning Human Motion Representations Wentao Zhu, Xiaoxuan Ma, Zhaoyang Liu, Libin Liu, Wayne Wu, Yizhou Wang IEEE/CVF International Conference on Computer Vision (ICCV), 2023 Paper / Code / Project Page / Video |
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GFPose: Learning 3D Human Pose Prior with Gradient Fields Hai Ci, Mingdong Wu, Wentao Zhu, Xiaoxuan Ma, Hao Dong, Fangwei Zhong, Yizhou Wang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Paper / Code / Project Page |
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3D Human Mesh Estimation from Virtual Markers Xiaoxuan Ma, Chunyu Wang, Jiajun Su, Wentao Zhu, Yizhou Wang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Paper / Code / Project Page / Video |
2022
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Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection Hang Ye*, Wentao Zhu*, Chunyu Wang, Rujie Wu, Yizhou Wang European Conference on Computer Vision (ECCV), 2022 Paper / Code |
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CelebV-HQ: A Large-scale Video Facial Attributes Dataset Hao Zhu*, Wayne Wu*, Wentao Zhu, Liming Jiang, Siwei Tang, Li Zhang, Ziwei Liu, Chen Change Loy European Conference on Computer Vision (ECCV), 2022 Paper / Code / Project Page / Video |
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MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks Wentao Zhu*, Zhuoqian Yang*, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2022 Paper / Code / Project Page |
2020
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TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting Zhuoqian Yang*, Wentao Zhu*, Wayne Wu*, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 Paper / Code / Project Page / Video |
Academic Service
Conference Reviewer / PC Member:
CVPR, ECCV, ICCV, ICLR, AAAI, NeurIPS, IEEE VR, SIGGRAPH Asia
Journal Reviewer:
TPAMI, TOG, TVCG
Teaching
| Robot Vision and Learning - From a Perspective of Embodied AI (TA) | Fall 2022 |
| Practice of Programming in C & C++ (TA) | Spring 2021 |
| Career Planning and Leadership Development (TA) | Fall 2020 |