Yue Gao

Yue Gao

hologerry@gmail.com | yuegao@microsoft.com

I am currently a researcher at Microsoft Research.

I finished my M.S. with distinction in research at Peking University in 2021, advised by Prof. Zhouhui Lian.

My primary research interests lie in computer vision and computer graphics. Specifically, I aim to enable computers to understand and predict the physical world by integrating advanced algorithms, such as perception and generative models, with foundational knowledge from physics.


Publications

IMF

Implicit Motion Function
Yue Gao, Jiahao Li, Lei Chu, Yan Lu
Computer Vision and Pattern Recognition (CVPR), 2024

pdf / supp / website
PECHead

High-Fidelity and Freely Controllable Talking Head Video Generation
Yue Gao, Yuan Zhou, Jinglu Wang, Xiao Li, Xiang Ming, Yan Lu
Computer Vision and Pattern Recognition (CVPR), 2023

arXiv / pdf / supp / website
DetPro

Learning to Prompt for Open-Vocabulary Object Detection With Vision-Language Model
Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li.
Computer Vision and Pattern Recognition (CVPR), 2022

arXiv / code
SoCo

Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei*, Yue Gao*, Zhirong Wu, Han Hu, Stephen Lin
(* Equal contribution)
Advances in Neural Information Processing Systems (NeurIPS, Spotlight), 2021

arXiv / code
HifaFace

High-Fidelity and Arbitrary Face Editing
Yue Gao, Fangyun Wei, Jianmin Bao, Shuyang Gu, Dong Chen, Fang Wen, Zhouhui Lian†
(† Corresponding author)
Computer Vision and Pattern Recognition (CVPR), 2021

arXiv / website
Attr2Font

Attribute2Font: Creating Fonts You Want From Attributes
Yizhi Wang*, Yue Gao*, Zhouhui Lian†
(* Equal contribution, † Corresponding author)
SIGGRAPH, ACM Transactions on Graphics (TOG), 2020

arXiv / code
AGIS-Net

Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning
Yue Gao*, Yuan Guo*, Zhouhui Lian†, Yingmin Tang, Jianguo Xiao
(* Equal contribution, † Corresponding author)
SIGGRAPH Asia, ACM Transactions on Graphics (TOG), 2019

arXiv / code

Professional Service

Reviewer: CVPR, ECCV, SIGGRAPH, TOG, TPAMI, IJCV, AAAI, ACM Multimedia, IJCAI, ACM TOMM, IEEE TMM.


Work Experience

microsoft

Microsoft Research

Researcher

2021.06 - Present

microsoft

Microsoft Research

Research Intern

Star of Tomorrow Award (Outstanding Intern)

Mentors: Fangyun Wei, Jianmin Bao, Dong Chen

2020.06 - 2021.06

apple

Apple AI/ML

Research Intern

Mentors: Sam Li, Xiaoxu Wu, Shiyu Li.

2019.12 - 2020.05


Education

pku

Peking University

Master of Natural Science in Computer Applied Technology

Excellent Graduate
Merit Student
Outstanding Student of Wangxuan Institute of Computer Technology

Advisor: Prof. Zhouhui Lian

2018.09 - 2021.06


Modified from Georgia Gkioxari