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BiographyI 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
[2023/03/21] ECON has been selected as CVPR highlight papers (10% of accepted papers, 2.5% of submissions).[2023/03/15] 💕 I'm thrilled to announce that Cathy and I are finally tying the knot! 💍 Love Moment
[2023/02/27] ECON and CAR got accepted by CVPR 2023
[2023/02/13] NYTimes"See How Kansas City Secured Its Comeback", ICON for Super Bowl 2023!
[2023/01/12] Multiple contributors support Windows, Docker, Blender and
[2022/12/20] NYTimes"Modeling Key World Cup Moments with Machine Learning", ICON for World Cup 2022!
[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]
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Publications
Favorite papers are highlighted.
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ECON: Explicit Clothed humans Optimized via Normal integration ![]() ![]() ![]() ![]() Yuliang Xiu, Jinlong Yang, Xu Cao, Dimitrios Tzionas, Michael J. Black Computer Vision and Pattern Recognition 2023 (CVPR 2023, Highlight) Intro Home [arXiv, Reader] Video Bibtex |
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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 |
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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 |
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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 |
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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 |
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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 |
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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
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Towards Large-scale Human Digitization: Implicit or Explicit?
- Huawei (CG&XR武林大会), hosted by Shiqi Zhou
- Huawei (藤蔓论坛), hosted by Tao Bai
- Photogrammetry and Remote Sensing Lab, ETH Zurich, hosted by Shengyu Huang
- Beijing Institute for General Artifical Intelligence (BIGAI), hosted by Yixin Chen
- Shanghai AI Laboratory, hosted by Bo Dai
- UCLA Multi-Physics Lagrangian-Eulerian Simulations (MultiPLES) Laboratory, hosted by Ziyin Qu
- Shandong University, Interdisciplinary Research Center & Taishan College, hosted by Haisen Zhao
- GAP Lab, The Chinese University of Hong Kong, Shenzhen, hosted by Xiaoguang Han
- 如何多快好省地重建三维数字人 ( TechBeat (40 min))
- 走进马克思普朗克智能系统研究所与苏黎世联邦理工AIT团队 ( Part A (2h), Part B (2h))
- ICON: 提高三维数字人重建的姿势水平 (Keynote (726MB), Video (60 min))
- Talking Papers Podcast: ICON (Link)
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Towards Large-scale Avatar Creation From In-the-wild
Pixels
(PDF, 21MB)
- Meta Reality Labs (Pittsburgh), hosted by Shunsuke Saito and Giljoo Nam
- USC Institute for Creative Technology, hosted by Yajie Zhao
- Adobe Digital Humans Seminar, hosted by Yi Zhou
- OPPO US Research Center, hosted by Xudong Liu and Guojun Qi
- Tecent GY-Lab(光影研究室), hosted by Chao Xu and Gang Yu
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Pose trajectory extraction and novel-view synthesis from visual
content
(Link)
- Max Planck Institute for Intelligent Systems, hosted by Siyu Tang
Service
Journal: T-PAMI / SIGGRAPH 2022+2023Conference: CVPR 2022+2023 / ECCV 2022 / ICCV 2023
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This page is last updated at