Hi there! I'm a Senior Research Scientist at SenseTime Research, supervised by Dr. Lei Yang. My responsibility includes building systems and algorithms that perceive, reconstruct and generate humans. I received my Ph.D. from MMLab@NTU, advised by Prof. Ziwei Liu and Prof. Chen Change Loy, where I spent wonderful years exploring monocular motion capture for virtual humans.
[2024-09] Release of HuMMan v1.0: Motion Generation Subset and
GTA-Human II Dataset.
[2024-08] Release of HuMMan v1.0: 3D Vision Subset.
[2024-08] GTA-Human has been accepted to TPAMI 2024 after two years of review!
[2024-07]
WHAC and
Large Motion Model
have been accepted to
ECCV 2024.
[2024-06]
I have defended my Ph.D. thesis
Scaling Up Parametric Human Recovery! 🎓
[2024-04]
Invited talk (slides) at
China3DV 2024.
[2024-02]
Digital Life Project,
AiOS, and
GaussianEditor
have been accepted to CVPR 2024.
[2024-02] Invited talk on
SMPLer-X
(recording) at
International Digital Economy Academy (IDEA).
[2023-09]
Story-to-Motion
has been accepted to SIGGRAPH Asia 2023 Technical Communications.
[2023-09]
SMPLer-X
has been accepted to NeurIPS 2023 Datasets and Benchmarks Track.
[2023-09]
RoboSMPLX and
FineMoGen
have been accepted to NeurIPS 2023.
[2023-08]
HuMMan is selected for the
PREMIA Best Student Paper Awards.
[2023-07]
SynBody,
ReMoDiffuse,
Zolly (Oral), and
DNA-Rendering have been accepted to ICCV 2023.
[2023-04] BiBench has been accepted to ICML 2023.
[2023-04] VRCNet++ has been accepted to TPAMI 2023.
[2023-01] Invited talk (slides) at
MPI.
[2023-01] Release of HuMMan v1.0: Reconstruction Subset.
[2022-10] We are organizing ECCV 2022 SenseHuman Workshop.
[2022-09]
HMR Benchmarks
has been accepted to NeurIPS (Datasets and Benchmarks Track) 2022.
[2022-08] Invited talk on
HuMMan
(slides) at
ECCV'22中国预会议.
[2022-07]
HuMMan (Oral) and
MeshInversion
have been accepted to ECCV 2022.
[2022-05]
AvatarCLIP
has been accepted to SIGGRAPH 2022 (journal-track).
[2022-04] Selected as Highlighted Reviewer at ICLR 2022.
[2022-03]
HCMoCo (Oral),
ViT OOD, and
PTTR
have been accepted to CVPR 2022 .
[2021-12] We have released MMHuman3D: 3D Human Parametric Model Toolbox and Benchmark
[2021-09] Selected as Outstanding Reviewer at ICCV 2021.
[2021-07] We are hosting MVP Challenge.
[2021-06] We are organizing ICCV 2021 SenseHuman Workshop.
Digital Life Project: Autonomous 3D Characters with Social Intelligence
Zhongang Cai*, Jianping Jiang*, Zhongfei Qing*, Xinying Guo*, Mingyuan Zhang*, Zhengyu Lin, Haiyi Mei,
Chen Wei, Ruisi Wang, Wanqi Yin, Xiangyu Fan, Han Du, Liang Pan, Peng Gao, Zhitao Yang, Yang Gao, Jiaqi Li,
Tianxiang Ren, Yukun Wei, Xiaogang Wang, Chen Change Loy, Lei Yang, Ziwei Liu.
Computer Vision and Pattern Recognition (CVPR), 2024
Project Page
PDF
Code
Video
机器之心
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
Zhongang Cai*, Wanqi Yin*, Ailing Zeng, Chen Wei, Qingping Sun, Yanjun Wang, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu.
NeurIPS (Datasets and Benchmarks Track), 2023
Project Page
PDF
Code
Video
Demo
新智元
商汤学术
我爱计算机视觉
IDEA论文一刻(B站)
CVer(B站)
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling
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.
European Conference on Computer Vision (ECCV), 2022 (Oral)
Project Page
PDF
Code
Data
Video