Jiaxi Jiang 蒋佳熹
PhD Student in Computer Science
ETH Zurich, Switzerland
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About Me
I am a PhD student at the Sensing, Interaction & Perception Lab, ETH Zurich with Prof. Christian Holz. I am now also doing my internship at Meta Reality Labs Research with Dr. Federica Bogo. My PhD research focuses on egocentric body motion modeling, tracking, and synthesis.
During my research journey, I was fortunate to collaborate with Larissa Laich and Dr. Patrick Snape from Meta Reality Labs, Zurich. Before starting my PhD, I got my Master’s degree in Computational Engineering Science from RWTH Aachen University. I wrote my Master’s thesis at the Computer Vision Lab, ETH Zurich, with Prof. Kai Zhang and Prof. Radu Timofte, supervised by Prof. Luc Van Gool and Prof. Bastian Leibe. Before that, I did a visiting research with Dr. Shuang Li and Prof. Jianwei Zhang at the University of Hamburg. Besides, I also worked with Dr. Jörg Stückler at Max Planck Institute for Intelligent Systems, and with Dr. Dengxin Dai at Max Planck Institute for Informatics.
Collaboration
If you are a motivated BS/MS student and would like to write your thesis with me, you are welcome to drop me an email. The current available thesis projects can be found at our lab's website SIPLAB (inside the ETHZ network) or SiROP (for logged in users). If you have any questions about my research or would like to collaborate with me, please also reach out to me.
News
- 06/2025 I join Meta Zurich as a Research Scientist Intern with Dr. Federica Bogo.
- 06/2025 Our paper Group Inertial Poser is accepted by ICCV 2025. See you in Hawaii!
- 05/2025 Our paper Garment Inertial Poser is accepted by IJCAI 2025.
- 09/2024 Our paper EgoSim is accepted by NeurIPS 2024.
- 07/2024 Two papers EgoPoser and MANIKIN are accepted by ECCV 2024. See you in Milan! Stay tuned for code releases.
- 04/2024 Our paper Ultra Inertial Poser is accepted by SIGGRAPH 2024.
- 08/2023 Our paper TapLight is accepted by UIST 2023.
- 09/2022 I am awarded the Springorium Commemorative Coin during the graduation ceremony by RWTH Aachen.
- 07/2022 Our paper AvatarPoser is accpeted by ECCV 2022.
- 02/2022 Our paper TapType is accepted by CHI 2022.
- 07/2021 I join Sensing, Interaction & Perception Lab, ETH Zurich as a research assistant.
- 07/2021 My master's thesis FBCNN is accepted by ICCV 2021! Great appreciation to Dr. Kai Zhang and Prof. Radu Timofte!
- 04/2021 I get my master's degree with distinction from RWTH Aachen University.
- 09/2020 I start my master's thesis at the Computer Vision Lab, ETH Zurich as an IDEA League research student.
- 06/2020 Our paper on Teleoperation is accepted by IROS 2020.
Publications (* supervised projects)
Group Inertial Poser: Multi-Person Pose and Global Translation from Sparse Inertial Sensors and Ultra-Wideband Ranging International Conference on Computer Vision (ICCV), 2025.
Garment Inertial Poser: Human Motion Capture from Loose and Sparse Inertial Sensors with Garment-aware Diffusion Models International Joint Conferences on Artificial Intelligence (IJCAI), 2025. Project Page Paper BibTeX
@article{ilic2025human,
title={Human Motion Capture from Loose and Sparse Inertial Sensors with Garment-aware Diffusion Models},
author={Ilic, Andela and Jiang, Jiaxi and Streli, Paul and Liu, Xintong and Holz, Christian},
journal={arXiv preprint arXiv:2506.15290},
year={2025}
}
EgoPoser: Robust Real-Time Egocentric Pose Estimation from Sparse and Intermittent Observations Everywhere European Conference on Computer Vision (ECCV), 2024. Project Page Paper Poster BibTeX Code
@inproceedings{jiang2024egoposer,
title={EgoPoser: Robust real-time egocentric pose estimation from sparse and intermittent observations everywhere},
author={Jiang, Jiaxi and Streli, Paul and Meier, Manuel and Holz, Christian},
booktitle={European Conference on Computer Vision},
year={2024},
organization={Springer}
}
MANIKIN: Biomechanically Accurate Neural Inverse Kinematics for Human Motion Estimation European Conference on Computer Vision (ECCV), 2024. Project Page Paper Poster BibTeX
@inproceedings{jiang2024manikin,
title={Manikin: Biomechanically accurate neural inverse kinematics for human motion estimation},
author={Jiang, Jiaxi and Streli, Paul and Luo, Xuejing and Gebhardt, Christoph and Holz, Christian},
booktitle={European Conference on Computer Vision},
year={2024},
organization={Springer}
}
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity Neural Information Processing Systems (NeurIPS), 2024 Project Page Paper Video BibTeX Dataset Code
@inproceedings{hollidtegosim,
title={EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity},
author={Hollidt, Dominik and Streli, Paul and Jiang, Jiaxi and Haghighi, Yasaman and Qian, Changlin and Liu, Xintong and Holz, Christian},
booktitle={The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track}
}
Ultra Inertial Poser: Scalable Motion Capture and Tracking from Sparse Inertial Sensors and Ultra-Wideband Ranging ACM SIGGRAPH 2024 Project Page Paper Video BibTeX Code
@article{armani2024ultra,
title={Ultra Inertial Poser: Scalable Motion Capture and Tracking from Sparse Inertial Sensors and Ultra-Wideband Ranging},
author={Armani, Rayan and Qian, Changlin and Jiang, Jiaxi and Holz, Christian},
journal={arXiv preprint arXiv:2404.19541},
year={2024}
}
Structured Light Speckle: Joint Ego-Centric Depth Estimation and Low-Latency Contact Detection via Remote Vibrometry ACM Symposium on User Interface Software and Technology (UIST), 2023. Project Page Paper Video Talk BibTeX
@inproceedings{uist2023-structured_light_speckle,
author = {Streli, Paul and Jiang, Jiaxi and Rossie, Juliete and Holz, Christian},
title = {Structured Light Speckle: Joint Ego-Centric Depth Estimation and Low-Latency Contact Detection via Remote Vibrometry},
year = {2023},
isbn = {9798400701320},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
doi = {https://doi.org/10.1145/3586183.3606749},
booktitle = {Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology},
articleno = {26},
numpages = {12}
}
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing European Conference on Computer Vision (ECCV), 2022. Project Page Paper Poster Video BibTeX Code
@inproceedings{jiang2022avatarposer,
title={Avatarposer: Articulated full-body pose tracking from sparse motion sensing},
author={Jiang, Jiaxi and Streli, Paul and Qiu, Huajian and Fender, Andreas and Laich, Larissa and Snape, Patrick and Holz, Christian},
booktitle={European Conference on Computer Vision},
pages={443--460},
year={2022},
organization={Springer}
}
TapType: Ten-Finger Text Entry on Everyday Surfaces via Bayesian Inference ACM CHI Conference on Human Factors in Computing Systems (CHI), 2022. Paper Video Demo BibTeX
@inproceedings{chi2022-taptype,
author = {Streli, Paul and Jiang, Jiaxi and Fender, Andreas and Meier, Manuel and Romat, Hugo and Holz, Christian},
title = {TapType: Ten-finger text entry on everyday surfaces via Bayesian inference},
year = {2022},
isbn = {9781450391573},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
doi = {https://doi.org/10.1145/3491102.3501878},
booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems},
numpages = {16}
}
Towards Flexible Blind JPEG Artifacts Removal International Conference on Computer Vision (ICCV), 2021. Paper Poster BibTeX Code
@inproceedings{jiang2021towards,
title={Towards Flexible Blind JPEG Artifacts Removal},
author={Jiang, Jiaxi and Zhang, Kai and Timofte, Radu},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
pages={4997--5006},
year={2021}
}
A Mobile Robot Hand-Arm Teleoperation System by Vision and IMU International Conference on Intelligent Robots and Systems (IROS), 2020. Paper Video BibTeX Code
@inproceedings{li2020mobile,
title={A mobile robot hand-arm teleoperation system by vision and imu},
author={Li, Shuang and Jiang, Jiaxi and Ruppel, Philipp and Liang, Hongzhuo and Ma, Xiaojian and Hendrich, Norman and Sun, Fuchun and Zhang, Jianwei},
booktitle={2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={10900--10906},
year={2020},
organization={IEEE}
}
Academic Services
Reviewers
Computer Vision: CVPR, ICCV, ECCV
Computer Graphics: SIGGRAPH, SIGGRAPH Asia
Machine Learning: NeurIPS, ICLR, ICML, AAAI
Human-Computer Interaction: CHI, UIST, IEEE VR
Teaching Assistant
Artificial Intelligence for Digital Characters, ETH Zurich, Spring 2025
Computer Science I, ETH Zurich, Autumn 2024
Stochastics and Machine Learning, ETH Zurich, Spring 2024
Mixed Reality, ETH Zurich, Autumn 2023
Big Data For Engineers, ETH Zurich, Spring 2023
Supervised Students
Nicola Witzig, Bachelor Thesis, BSc in CS, ETH Zurich, 03.2025 - Now
Liuxin Qing, Semester Thesis, Master Thesis, MSc in EE, ETH Zurich, 10.2024 - Now
Shuyue Wang, Master Thesis, MSc in CS, ETH Zurich, 04.2024 - 03.2025
Andela Ilic, Master Thesis, MSc in EE, ETH Zurich, 04.2024 - 10.2024
Chang-Jin Lee, Bachelor Thesis, BSc in CS, ETH Zurich, 04.2024 - 10.2024
Ying Xue, Master Thesis, Research Intern, MSc in CS, ETH Zurich, 01.2024 - Now, now PhD Student in our group at ETH Zurich
Changlin Qian, Research Intern, MSc in Robotics, ETH Zurich, 09.2023 - 07.2024, now Software Engineer at Meta
Xuejing Luo, Master Thesis, MSc in Robotics, ETH Zurich, 05.2023 - 02.2024, now PhD Student at Aalto University
Xintong Liu, Master Thesis, MSc in Robotics, ETH Zurich, 03.2023 - 03.2024
Filip Stanisic, Semester Thesis, MSc in EE, ETH Zurich, 03.2023 - 07.2023
Huajian Qiu, Master Thesis, MSc in CSE, EPFL, 2021.10-2022.01, now PhD Student at Unviersity of Stuttgart