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Zhongang Cai   蔡中昂


Hi there! I am a Ph.D. student at MMLab@NTU, advised by Prof. Ziwei Liu and Prof. Chen Change Loy. My research interests include point clouds and virtual humans. Concurrently, I am also a Senior Algorithm Researcher at SenseTime Research. My responsibility includes building systems and algorithms that perceive, reconstruct and generate humans.

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News

[2022-03] 3 papers accepted to CVPR 2022 (1 oral and 2 posters).

[2021-12] We have released MMHuman3D: 3D Human Parametric Model Toolbox and Benchmark

[2021-07] We are hosting MVP Challenge.

[2021-06] We are organizing ICCV 2021 SenseHuman Workshop.

My Three Favorite Works [Full List]


Playing for 3D Human Recovery

Zhongang Cai*, Mingyuan Zhang*, Jiawei Ren*, Chen Wei, Daxuan Ren, Jiatong Li, Zhengyu Lin, Haiyu Zhao, Shuai Yi, Lei Yang, Chen Change Loy, Ziwei Liu.
arXiv Preprint, 2021

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BiPointNet: Binary Neural Network for Point Clouds

Haotong Qin*, Zhongang Cai*, Mingyuan Zhang*, Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su.
International Conference on Learning Representations (ICLR), 2021

PDF Code




MessyTable: Instance Association in Multiple Camera Views

Zhongang Cai*, Junzhe Zhang*, Daxuan Ren, Cunjun Yu, Haiyu Zhao,Shuai Yi, Chai Kiat Yeo, Chen Change Loy.
European Conference on Computer Vision (ECCV), 2020

PDF Project Page Code Dataset




On-Going Projects


MMHuman3D is an open source PyTorch-based codebase for the use of 3D human parametric models. It is a part of the OpenMMLab project.
    - Reproducing popular methods with a modular framework
    - Supporting various datasets with a unified data convention
    - Versatile visualization toolbox

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