cv
General Information
| Full Name | Ge Yuan (袁格) |
| Date of Birth | 15th August 1997 |
| Languages | Chinese, English |
Education
- Sep. 2020 - Jun. 2023
Master in Computer Science and Technology (CS)
Sun Yat-sen University (SYSU), Guangzhou, China
- Sep. 2014 - Jun. 2018
B.S. in Information Security (CS)
Huazhong University of Science and Technology (HUST), Wuhan, China
Experience
- Mar. 2022 - Jun. 2023
Research Intern
Tencent AI Lab, Shenzhen, China
- (Projects) Personalization for Diffusion Models, Face Swapping
- Jul. 2018 - Mar. 2019
Video and Audio Transmission Developing Engineer
JOYY Inc., Guangzhou, China
Publications
- ArXiv, 2023
Inserting Anybody in Diffusion Models via Celeb Basis
- Intergrating a unique individual into the pre-trained diffusion model with one face, 1024 parameters, in 3 minutes.
- ArXiv, 2023
ReliableSwap Boosting General Face Swapping Via Reliable Supervision
- A general face swapping framework that solves non-supervision issue, where fake images as input and real ones as supervisions.
- AAAI, 2022
MSML Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition
- Identify and remove the occlusions from feature representations at multiple levels and aggregate features from visible facial areas.
Honors and Awards
- 2022
- SAMSUNG Scholarship
- 2022 - 2023
- Postgraduate Scholarship, 1st Prize
Academic Interests
-
Personalization for Diffusion Models
-
Face Swapping
-
Face Recognition
Other Interests
- Hobbies: Photographing, PTCG.