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Wentao Zhu is a fourth-year Ph.D. student in Computer Science at CFCS, 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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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 |
Services
Conference Reviewer / PC Member: CVPR, ECCV, ICCV, AAAI, NeurIPS, IEEE VR, SIGGRAPH Asia
Teaching Assistant:
| Robot Vision and Learning, Prof. He Wang | 2022 |
| Practice of Programming in C & C++, Prof. Jiaying Liu | 2021 |
| Career Planning and Leadership Development, Prof. Kaigui Bian | 2020 |