Bowen Pan

I am a senior undergraduate student in Department of Electronic Engineering, Shanghai Jiao Tong University. My research interests lie at Computer Vision and Machine Learning. I am now a research intern at CSAIL MIT, working with Prof. Bolei Zhou and Prof. Aude Oliva. Previously, I was fortunate to work as a reseach assistant at Machine Vision and Intelligence Group (MVIG), advised by Prof. Cewu Lu and Prof. Weiyao Lin.

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Education

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

Manuscript
Cross-stream Selective Networks for Action Recognition
Bowen Pan, Jiankai Sun, Wuwei Lin, Limin Wang, Weiyao Lin
Under Review, 2018
Area: Action Recognition, Video Analysis

We have proposed a cross-stream selective network (CSN) for action recognition by leveraging the correlation and complementarity of different input streams.

Publication
Recurrent Residual Module for Fast Inference in Videos
Bowen Pan, Wuwei Lin, Xiaolin Fang, Chaoqin Huang, Bolei Zhou, Cewu Lu
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
Zhijian Liu, Bowen Pan, Yuliang Xiu, Cewu Lu
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.


This handsome guy...