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BiographyI am currently a 3rd-Year CS Ph.D. student (2020.11 - Now), working in Perceiving Systems, Max Planck Institute for Intelligent Systems (MPI-IS), with Michael J. Black. As a Marie Sklodowska-Curie Fellow (MSCA) of CLIPE (ESR 11), my Ph.D. topic is Image/video-based holistic modeling for the animation of body, face, hands, feet, clothing, and interaction.I was briefly enrolled (2019-2020) as a Ph.D. student in Vision and Graphics Lab at University of Southern California, advised by Hao Li. 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 spent wonderful time at USC Institute for Creative Technology (USC-ICT) with Shunsuke Saito and Jun Xing, at Kwai Y-tech Graphics AI with Chongyang Ma, at LightChaser Animation Studio with Xinxin Zhang, and at Ubisoft La Forge. |
News
[2023/08] Invited talks "Human Digitization from Pixels and Tokens" at Google Research, Cornell, Tsinghua IIIS, and IDEA[2023/08/21] NEW "TADA! Text to Animatable Digital Avatars" comes out, see TADA.
[2023/08/17] NEW "TeCH: Text-guided Reconstruction of Lifelike Clothed Humans" comes out, see TeCH.
[2023/07/14] NEW "D-IF: Uncertainty-aware Human Digitization via Implicit Distribution Field" (ICCV 2023), see D-IF.
[2023/01-06] Invited Talk (30 min) "Towards Large-scale Human Digitization: Implicit or Explicit?" (slides, 75MB) at industry (Taichi, Shanghai AI Lab, BIGAI, Huawei) and academia (PKU, CUHK, UCLA, ETH Zurich, SDU, CAS).
[2023/04/23] ECON won Outstanding Poster (4/80) in China 3DV.
[2023/04/16] Now both
[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
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Publications
Representative works are highlighted.
TeCH: Text-guided Reconstruction of Lifelike Clothed
Humans
Yangyi Huang*, Yuliang Xiu*, Hongwei Yi*, Tingting Liao, Jiaxiang Tang, Deng Cai, Justus Thies (*equal contribution)
arXiv 2023
Intro
Home
Video[En,
中]
Paper [arXiv,
Reader]
Bibtex
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TADA! Text to Animatable Digital Avatars
Tingting Liao*, Hongwei Yi*, Yuliang Xiu, Jiaxiang Tang, Yangyi Huang, Justus Thies, Michael J. Black (*equal contribution)
arXiv 2023
Intro
Home
Paper [arXiv,
Reader]
Video[En,
中]
Bibtex
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D-IF: Uncertainty-aware Human Digitization via Implicit
Distribution Field
Xueting Yang*, Yihao Luo*, Yuliang Xiu, Wei Wang, Hao Xu, Zhaoxin Fan (*equal contribution)
International Conference on Computer Vision 2023 (ICCV 2023)
Intro
Home
Paper [arXiv,
Reader]
Bibtex
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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
Paper [arXiv,
Reader]
Video [En,
中]
Zhihu
Bibtex
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High-Fidelity Clothed Avatar Reconstruction from a Single Image
Tingting Liao, Xiaomei Zhang, Yuliang Xiu, Hongwei Yi, ..., Xiangyu Zhu, Zhen Lei
Computer Vision and Pattern Recognition 2023 (CVPR 2023)
Intro
Home
Paper [arXiv,
Reader]
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 (*equal contribution)
IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI 2022)
Intro
Home
Paper [arXiv,
Reader]
Video
Bibtex
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DART: Articulated Hand Model with Diverse Accessories and Rich
Textures
Daiheng Gao*, Yuliang Xiu*, Kailin Li*, Lixin Yang*,..., Cewu Lu, Ping Tan (*equal contribution)
Neural Information Processing Systems (NeurIPS 2022
-Datasets and Benchmarks Track)
Intro
Home
Paper [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
Paper [arXiv,
Reader]
Slides
Video [En,
中]
Zhihu
Bibtex
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Monocular Real-Time Volumetric Performance Capture Ruilong Li*, Yuliang Xiu*, Shunsuke Saito, Zeng Huang, Kyle Olszewski, Hao Li (*equal contribution)
European Conference on Computer Vision (ECCV 2020)
Intro
Home
Paper [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 [PDF , 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
Paper [arXiv ,
Reader]
Zhihu
Bibtex
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Mentoring
I am fortunate to (co-)mentor a few talented and highly motivated junior students and senior engineer (alphabetical order):- Yangyi Huang (2023-Now): TeCH (arXiv)
-
Tingting Liao (2022-Now)
: CAR (CVPR'23), TADA
(arXiv)
- Master in CS at Chinese Academy of Sciences → Ph.D. in CS at MBZUAI with Prof. Hao Li
-
Daiheng Gao (2022-Now)
: DART (NeurIPS'22)
- Senior algorithm engineer in XR Lab at Alibaba
- Xueting Yang (2023-Now) : D-IF (ICCV'23)
Invited Talks
- Human Digitization from Pixels and Tokens
- Google Research, hosted by Thiemo Alldieck
- Cornell University, hosted by Ruolin Ye
- Tsinghua University, Institute for Interdisciplinary Information Sciences (IIIS), hosted by Li Yi
- International Digital Economy Academy (IDEA), Computer Vision and Robotics, hosted by Ailing Zeng
-
Towards Large-scale Human Digitization: Implicit or Explicit?
(slides (75MB),
Video (30 min))
Taichi, PKU, CUHK, UCLA, ETH Zurich, SDU, CAS, Shanghai AI Lab, BIGAI, Huawei
- Taichi Graphics(太极大讲堂), hosted by Tiantian Liu and Qing Yan
- Huawei (CG&XR武林大会), hosted by Shiqi Zhou
- Huawei (稼先社区&藤蔓技术论坛), hosted by Tao Bai
- ETH Zurich, Photogrammetry and Remote Sensing Lab, hosted by Shengyu Huang
- BIGAI, Beijing Institute for General Artifical Intelligence, hosted by Yixin Chen
- Shanghai AI Laboratory, Content Generation and Digitization Group, 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
- Shandong University, Research Center of Human-Computer Interaction and Virtual Reality, hosted by Lu Wang
- CUHK, The Chinese University of Hong Kong (Shenzhen), GAP Lab, hosted by Xiaoguang Han
- ICT CAS, Institute of Computing Technology, Chinese Academy of Sciences, hosted by Lin Gao and Jie Yang
- Peking University, the School of Artificial Intelligence, hosted by Siyan Dong and Baoquan Chen
- 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
(slides, 25MB)
Meta, USC, OPPO, Tecent, Adobe
- Meta Reality Labs, Pittsburgh, hosted by Shunsuke Saito and Giljoo Nam
- USC-ICT, 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
-
Pose trajectory extraction and novel-view synthesis from visual
content
(Link)
- Max Planck Institute for Intelligent Systems, hosted by Siyu Tang
Google Research, Cornell, Tsinghua, IDEA
Academic Service
- Computer Graphics (CG): SIGGRAPH, SIGGRAPH Asia
- Computer Vision (CV): CVPR, ECCV, ICCV, NeurIPS, 3DV, T-PAMI
Blogs
- [论文详解]CVPR'23 (Highlight) | ECON: 一个数字人,显式隐式各自表述
- [论文详解]CVPR 2022 | ICON: 提高三维数字人重建的姿势水平
- [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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