Biography
I'm a fourth-year doctoral fellow in the Max Plank ETH Center for Learning Systems, a joint program between ETH Zurich and Max Planck Institute for Intelligent Systems. I am supervised by Prof. Otmar Hilliges, Prof. Andreas Geiger and Prof. Michael Black. I am working in the AIT lab at ETH Zurich.
My research interest lies in 3D deep generative models, with a goal to build learning-based approaches capable of generating photo-realistic simulations of human activity. The resulting data could be useful in the context of training methods for human-centric perception tasks.
Publications
Marcel C. Buehler,
Gengyan Li,
Erroll Wood,
Leonhard Helminger,
Xu Chen,
Tanmay Shah,
Daoye Wang,
Stephan Garbin,
Sergio Orts-Escolano,
Otmar Hilliges,
Dmitry Lagun,
Jérémy Riviere,
Paulo Gotardo,
Thabo Beeler,
Abhimitra Meka,
Kripasindhu Sarkar
Conference paper at SIGGRAPH Asia, 2024
Zicong Fan,
Maria Parelli,
Maria Eleni Kadoglou,
Muhammed Kocabas,
Xu Chen,
Michael J. Black,
Otmar Hilliges
Computer Vision and Pattern Recognition (CVPR), 2024
Accepted as Highlight (Top 11.9%)
International Conference on Computer Vision (ICCV), 2023
Xu Chen*,
Tianjian Jiang*,
Jie Song,
Max Rietmann,
Andreas Geiger,
Michael Black,
Otmar Hilliges
* Equal contribution
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition
Computer Vision and Pattern Recognition (CVPR), 2023
Computer Vision and Pattern Recognition (CVPR), 2023
Computer Vision and Pattern Recognition (CVPR), 2022
Computer Vision and Pattern Recognition (CVPR), 2022
Computer Vision and Pattern Recognition (CVPR), 2022
Accepted as Oral Presentation
2021 International Conference on 3D Vision (3DV), 2021
British Machine Vision Conference (BMVC), 2021
International Conference on Computer Vision (ICCV), 2021
International Conference on Computer Vision (ICCV), 2021
European Conference on Computer Vision (ECCV), 2020
European Conference on Computer Vision (ECCV), 2020
International Conference on Computer Vision (ICCV), 2019
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019
Xu Chen,
Anurag Vempati,
Paul Beardsley
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018