Massachusetts Institute of Technology, USA
Research Intern • Jul. 2018 to Feb. 2019
Advisors: Prof. Bolei Zhou and Prof. Aude Oliva
Shanghai Jiao Tong University, China
Bachelor of Engineering • Sep. 2015 to Jun. 2019
GPA: 89.70/100, Ranking: 2/58
Advisors: Prof. Cewu Lu and Prof. Weiyao Lin
Recurrent Residual Module for Fast Inference in Videos
Computer Vision and Pattern Recognition (CVPR), 2018
Area: Efficient Inference, Video Analysis
We introduce a highly-efficient algorithm for video inference which makes use of the appearance similarity between two adjacent frames. It can be implemented by dynamic sparse matrix-vector multiplication(DSPMV) technique such as efficient inference engine.
PoseHD: Boosting Human Detectors using Human Pose Information
AAAI Conference on Artificial Intelligence (AAAI), 2018
Area: Pedestrain Detection, Pose Estimation
We propose a original framework to boost human detection by utilizing skeleton information.