Applied Scientist
Amazon Web Services (AWS), Rekognition
E-mail: ytshen [@] link [DOT] cuhk [DOT] edu [DOT] hk
I obtained my Ph.D. degree in Electronic Engineering from the Department of Electronic Engineering and Multimedia Laboratory (MMLAB), The Chinese University of Hong Kong, supervised by Prof. Xiaogang Wang and Prof. Hongsheng Li . I also work closly with Dr. Tong Xiao, Dr. Yuanjun Xiong, and Dr. Wei Xia. I received my B.E. degree from the Department of Automation, Northeastern University, China, in 2015.
My CV, Google Scholar, Github
My research interests include
Computer Vision
Deep Learning
Aug 23, 2021: After 1-year wonderful time at Tencent, I rejoin the Amazon Web Services.
Feb 27, 2020: 1 paper accepted to CVPR 2020 as oral, thanks to my co-authors at Amazon! This paper opens a new research track of feature backward compatibility.
Jan 06, 2020: I obtained my Ph.D. degree.
Dec 01, 2019: My fruitful internship at Amazon Rekognition is finished, thanks to my colleagues, especially to Yuanjun, Wei, and Stefano!
Nov 02, 2019: 1 paper accepted as a regular TPAMI paper. Thanks to my co-authors!
Jun 24, 2019: I am now serving as an Applied Scientist Intern at Amazon Rekognition Team.
Jul 9, 2018: The first AI teaching material for high school students is published now. It is my great honor to be one of the editors of this book.
Jul 3, 2018: 2 papers accepted to ECCV 2018.
Feb 20, 2018: 2 papers accepted to CVPR 2018, code is available now.
Jul 19, 2017: 1 paper accepted to ICCV 2017.
Y. Shen, Y. Xiong, W. Xia, S. Soatto, "Towards Backward-Compatible Representation Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. (Oral) [PDF link] [Press Coverage] [Code]
Y. Shen, H. Li, T. Xiao, S. Yi, D. Chen, X. Wang, "Person Re-identification with Deep Kronecker-Product Matching and Group-shuffling Random Walk", IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI). [link]
Y. Shen, H. Li, S. Yi, D. Chen, X. Wang, "Person Re-identification with Deep Similarity-Guided Graph Neural Network", 15th European Conference on Computer Vision (ECCV), 2018. [PDF link]
D. Chen, H. Li, X, Liu, Y. Shen, J. Shao, Z. Yuan, X. Wang, "Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association", 15th European Conference on Computer Vision (ECCV), 2018. [PDF link]
Y. Shen, H. Li, S. Yi, D. Chen, X. Wang, "Deep Group-shuffling Random Walk for Person Re-identification ", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [PDF link] [Code]
Y. Shen^, T. Xiao^, H. Li, S. Yi, X. Wang, " End-to-End Deep Kronecker-Product Matching for Person Re-identification ", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [PDF link] [Code] (^denotes co-first authors)
Y. Shen, T. Xiao, H. Li, S. Yi, X. Wang, " Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals ", IEEE International Conference on Computer Vision (ICCV), 2017. [PDF link]