Yuliang Xiu 修宇亮 Max Planck Institute for Intelligent Systems yuliang.xiu tue.mpg.de |

News

[2023/04/23] ECON won Outstanding Poster (4/80) in China 3DV.
[2023/04/16] Now both and are available for ECON users!
[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. Byebye Vancouver!
[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 andGoogle Colab for ECON, bravo!
[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] of ICON, play with it on your images!
[2022/04/20] Invited to talk about ICON at Talking Papers Podcast. Great chat with Yizhak Ben-Shabat!
[2022/04/07] 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  视频(中文) [上, 下].
[2022/03/02] ICON got accepted by CVPR 2022 →  Reader  Discord 
[2022/02/01] I am invited to give Tech Talks by USC-ICT, and Meta Reality Labs, Pittsburgh (PDF, 21MB).
[2021/12/17] New work "ICON: Implicit Clothed humans Obtained from Normals", please check its page.
[2020/09/01] Get admitted to CLIPE ESR11 and will be joining Michael Black's team at MPI for Intelligent Systems.
[2020/08/26] " Volumetric Human Teleportation" won Best in Show Award of SIGGRAPH Real-Time Live 2020!
[2020/08/25] Project-Splinter: Human Digitization with Implicit Representation is launched!
[2020/07/02] Our "Monoport: Monocular Real-Time Volumetric Teleportation" work was accepted by ECCV 2020
[2020/05/08] Our "Volumetric Human Teleportation" demo was accepted by SIGGRAPH Real-Time Live 2020
[2019/03/03] I will be joining USC CS Ph.D. Program in fall 2019, advised by Hao Li
[2019/01/24] I gave an invited talk at MPI for Intelligent Systems, Perceiving Systems department.

Publications

	Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization  Weiyang Liu*, Zeju Qiu*, Yao Feng†, Yuliang Xiu†, Yuxuan Xue†, Longhui Yu†, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf (* equal first author, † equal second author, alphabetical order) arXiv 2023  Intro   Home   Paper [arXiv, Reader]  Bibtex
	Ghost on the Shell: An Expressive Representation of General 3D Shapes  Zhen Liu, Yao Feng†, Yuliang Xiu†, Weiyang Liu, Liam Paull Michael J. Black, Bernhard Schölkopf († equal second author, alphabetical order) arXiv 2023  Intro   Home   Paper [arXiv, Reader]  Bibtex
	TeCH: Text-guided Reconstruction of Lifelike Clothed Humans  Yangyi Huang*, Yuliang Xiu*, Hongwei Yi*, Tingting Liao, Jiaxiang Tang, Deng Cai, Justus Thies (*equal contribution) International Conference on 3D Vision 2024 (3DV 2024)  Intro   Home   Video[En, 中]   Paper [arXiv, Reader]  Bibtex
	TADA! Text to Animatable Digital Avatars  Tingting Liao*, Hongwei Yi*, Yuliang Xiu, Jiaxiang Tang, Yangyi Huang, Justus Thies, Michael J. Black (*equal contribution) International Conference on 3D Vision 2024 (3DV 2024)  Intro   Home   Paper [arXiv, Reader]  Video[En, 中]   Bibtex
	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
	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
	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
	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
	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
	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
	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
	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
	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

Mentoring

• Yangyi Huang (2023-Now): TeCH (3DV'24)
  • Master at Zhejiang University
  • → seeking for Ph.D. [Digital Content Creation / AIGC, CV, Email]
• Tingting Liao (2022-Now) : CAR (CVPR'23), TADA (3DV'24)
  • Master at Chinese Academy of Sciences
  • → Ph.D. at MBZUAI with Dr. Hao Li, congrats! 🎉
• Daiheng Gao (2022-Now) : DART (NeurIPS'22)
  • Senior algorithm engineer in XR Lab at Alibaba
• Xueting Yang (2023-Now) : D-IF (ICCV'23)
  • Undergrad at Communication University of China
  • → Ph.D. at The University of Hong Kong with Dr. Kenneth K.Y. Wong, congrats! 🎉

Invited Talks

• Democratizing Human Digitization [slides (122MB)]
Westlake, ZJU
• Westlake University, hosted by Xiaofei Li
• Zhejiang University, hosted by Jianwei Yin
• Human Digitization from Pixels and Tokens
Google Research, Cornell, Tsinghua, IDEA
• 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]
• 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

Academic Service

• Computer Graphics (CG): SIGGRAPH (2022, 2023), SIGGRAPH Asia (2023), Eurographics (2024), TVCG (2024)
• Computer Vision (CV): CVPR (2022, 2023), ECCV (2022), ICCV (2023), NeurIPS (2023), 3DV (2024), T-PAMI (2021)

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