Biography

I am currently a 3rd-Year Ph.D. student in Computer Science, working in Perceiving Systems, Max Planck Institute for Intelligent Systems, with Michael J. Black.

I was briefly enrolled (2019-2020) as a Ph.D. student in Vision and Graphics Lab at University of Southern California before I decided to relocate at Tuebingen, advised by Hao Li (Now the CEO and Co-founder of Pinscreen). I got M.Sc. degree at Shanghai Jiao Tong University in 2019, working in Machine Vision and Intelligence Group, advised by Cewu Lu, and got B.Eng. degree in Digital Media Technology at Shandong University in 2016, worked closely with Lu Wang.

I also spent wonderful time at USC Institute for Creative Technology with Jun Xing (Now the lead researcher of miHoYo), Kwai Y-tech Graphics AI Teamwith Chongyang Ma, LightChaser Animation Studio with Xinxin Zhang (Now the co-founder and CTO of Zenus), and worked as R&D intern at Ubisoft La Forge.

I am a Virtual Avatar Researcher, playing with pixels and voxels. My research interest mainly lies in the intersection of computer vision and computer graphics, especially in 3D Human Digitalization (i.e., Reconstruction, Modeling, Animation) and 2D Human Pose Estimation and Tracking.

News

[2023/01/12] Multiple contributors support Windows, Docker, Blender andGoogle Colab for ECON, bravo!
[2022/12/20] "Modeling Key World Cup Moments with Machine Learning", ICON is used by NYTimes!
[2022/12/15] ICON belongs to the past, ECON is the future!
[2022/11/07] AlphaPose finally got accepted by TPAMI 2022
[2022/09/17] DART got accepted by NeurIPS 2022 - Datasets and Benchmarks Track.
[2022/08/29] I am invited to give a talk at Adobe's Digital Human Seminar.
[2022/08/01] Google Colab of ICON, play with it on your images!
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Publications

Favorite papers are highlighted.
ECON: Explicit Clothed humans Obtained from Normals 

Yuliang Xiu, Jinlong Yang, Xu Cao, Dimitrios Tzionas, Michael J. Black
arXiv 2022

Intro  Home  [arXiv, Reader] Video  Bibtex 
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time 

Hao-shu Fang*, Jiefeng Li*, Hongyang Tang, Chao Xu, Haoyi Zhu, Yuliang Xiu, Yong-lu Li, Cewu Lu,
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2022)

Intro  Home  [arXiv, Reader] Video  Bibtex 
DART: Articulated Hand Model with Diverse Accessories and Rich Textures 

Daiheng Gao*, Yuliang Xiu*, Kailin Li*, Lixin Yang*, Feng Wang, Peng Zhang, Bang Zhang, Cewu Lu, Ping Tan
Neural Information Processing Systems (NeurIPS 2022 -Datasets and Benchmarks Track)

Intro  Home  [arXiv, Reader] Video  Bibtex 
ICON: Implicit Clothed humans Obtained from Normals   

Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, Michael J. Black
Computer Vision and Pattern Recognition 2022 (CVPR 2022)

Intro  Home  [arXiv, Reader] Slides  Video [En, 中]  Zhihu  Bibtex 
Monocular Real-Time Volumetric Performance Capture 

Yuliang Xiu*, Ruilong Li*, Shunsuke Saito, Zeng Huang, Kyle Olszewski, Hao Li
(*equal contribution)
European Conference on Computer Vision (ECCV 2020)

Intro  Home  [arXiv , Reader] Video   Zhihu  Bibtex  
Volumetric Human Teleportation 

Ruilong Li, Kyle Olszewski, Yuliang Xiu, Shunsuke Saito, Zeng Huang, Hao Li
SIGGRAPH Real-Time Live 2020 (Best in Show Award)

Intro  Home  [Paper , Reader] Video   Media ( 1, 2, 3, 4)  Bibtex  
Pose Flow: Efficient Online Pose Tracking 

Yuliang Xiu, Jiefeng Li, Haoyu Wang, Yinghong Fang, Cewu Lu
British Machine Vision Conference (BMVC 2018)

Intro  [arXiv , Reader]  Zhihu  Bibtex  
PoseHD: Boosting Human Detectors using Human Pose Information

Zhijian Liu, Bowen Pan, Yuliang Xiu, Cewu Lu
AAAI Conference on Artificial Intelligence (AAAI 2018)

Intro  Paper  Bibtex  

Talks

Service

Journal: T-PAMI / SIGGRAPH 2022
Conference: CVPR 2022+2023 / ECCV 2022

Blogs

[翻译]当我们谈科学研究的创新性时，我们在谈些什么 Source  译文 

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