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Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms


Sep 21, 2022
Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

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* Submission to 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks 

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MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model


Aug 31, 2022
Mingyuan Zhang, Zhongang Cai, Liang Pan, Fangzhou Hong, Xinying Guo, Lei Yang, Ziwei Liu

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Monocular 3D Object Reconstruction with GAN Inversion


Jul 20, 2022
Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy

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* ECCV 2022. Project page: https://www.mmlab-ntu.com/project/meshinversion/ 

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AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars


May 17, 2022
Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, Ziwei Liu

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* SIGGRAPH 2022; Project Page https://hongfz16.github.io/projects/AvatarCLIP.html Codes available at https://github.com/hongfz16/AvatarCLIP 

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HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling


Apr 28, 2022
Zhongang Cai, Daxuan Ren, Ailing Zeng, Zhengyu Lin, Tao Yu, Wenjia Wang, Xiangyu Fan, Yang Gao, Yifan Yu, Liang Pan, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

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* Homepage: https://caizhongang.github.io/projects/HuMMan/ 

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Versatile Multi-Modal Pre-Training for Human-Centric Perception


Mar 25, 2022
Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

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* CVPR 2022; Project Page https://hongfz16.github.io/projects/HCMoCo.html; Codes available at https://github.com/hongfz16/HCMoCo 

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Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results


Dec 22, 2021
Liang Pan, Tong Wu, Zhongang Cai, Ziwei Liu, Xumin Yu, Yongming Rao, Jiwen Lu, Jie Zhou, Mingye Xu, Xiaoyuan Luo, Kexue Fu, Peng Gao, Manning Wang, Yali Wang, Yu Qiao, Junsheng Zhou, Xin Wen, Peng Xiang, Yu-Shen Liu, Zhizhong Han, Yuanjie Yan, Junyi An, Lifa Zhu, Changwei Lin, Dongrui Liu, Xin Li, Francisco Gómez-Fernández, Qinlong Wang, Yang Yang

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* 15 pages, 13 figures, ICCV2021 Workshop Technique Report, the codebase webpage: https://github.com/paul007pl/MVP_Benchmark 

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Garment4D: Garment Reconstruction from Point Cloud Sequences


Dec 08, 2021
Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

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* Accepted to NeurIPS 2021. Project Page: https://hongfz16.github.io/projects/Garment4D.html . Codes are available: https://github.com/hongfz16/Garment4D 

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PTTR: Relational 3D Point Cloud Object Tracking with Transformer


Dec 07, 2021
Changqing Zhou, Zhipeng Luo, Yueru Luo, Tianrui Liu, Liang Pan, Zhongang Cai, Haiyu Zhao, Shijian Lu

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Robust Partial-to-Partial Point Cloud Registration in a Full Range


Nov 30, 2021
Liang Pan, Zhongang Cai, Ziwei Liu

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* 11 pages, 8 figures. Github Website: https://github.com/paul007pl/GMCNet 

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