Biography
I am a doctoral student at ETH supervised by Professor Otmar Hilliges and Doctor Julien Valentin. Before starting my Ph.D., I obtained my Master's degree in Robotics, Systems and Control from ETH Zurich.
Research Interests
My research interests mainly lie in computer vision and machine learning, especially in personalized neural avatar reconstruction and human performance capture.
Publications
Manuel Kaufmann,
Jie Song,
Chen Guo,
Kaiyue Shen,
Tianjian Jiang,
Chengcheng Tang,
Juan Zarate,
Otmar Hilliges
International Conference on Computer Vision (ICCV), 2023
Video
Paper
Data
Code
Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition
Computer Vision and Pattern Recognition (CVPR), 2023
Kaiyue Shen*,
Chen Guo*,
Manuel Kaufmann,
Juan Zarate,
Julien Valentin,
Jie Song,
Otmar Hilliges
* Equal contribution
Computer Vision and Pattern Recognition (CVPR), 2023
Computer Vision and Pattern Recognition (CVPR), 2023
Computer Vision and Pattern Recognition (CVPR), 2022
2021 International Conference on 3D Vision (3DV), 2021
International Conference on Computer Vision (ICCV), 2021
Academic Activities
Reviewing
- 2023
- CVPR, ICCV
Invited Talks
- Google Research, August 2023
- Adobe Research, June 2023
- Microsoft Swiss Joint Research Center, March 2022
Student Theses
- 2022
-
Kaiyue Shen Master Thesis
Expressive Human Avatars
Teaching
- Machine Perception — Spring'23
- Advanced Topics in Human-Centric Computer Vision — Fall'22
- Linear Algebra — Fall'22