I'm Zheng (Michael) SHOU (Chinese name: 寿政), a Research Scientist at Facebook AI in Menlo Park.
I obtained my Ph.D. degree at Columbia University, working with Prof. Shih-Fu Chang.
My research focuses on computer vision and deep learning, with an emphasis on video understanding and generation (e.g. human action/activity/event detection, prediction and reasoning; pose and 3D shape; GAN-based transformation, DeepFake; robotic AI).
02/2020 Serve as Area Chair for ACM MM 2020.
11/2019 One paper is accepted by AAAI 2020.
07/2019 My first paper on compression is accepted by ICCV 2019.
06/2019 I attended CVPR 2019 Doctoral Consortium with travel award.
04/2019 I passed my PhD thesis defense. I'd like to thank everyone who has helped me. Thank you all.
02/2019 One first author paper accepted by CVPR 2019.
12/2018 I am looking for 1 student at Columbia with background on video compression during the spring semester at DVMM lab. If you are interested, feel free to send your CV to me. A research course of 3 credits can be registered. Thanks.
12/2018 AutoLoc code released.
09/2018 One paper accepted by NIPS 2018.
07/2018 Two first author papers (one about weakly-supervised detection and one about online detection) accepted by ECCV 2018.
12/2017 Accept summer intern offer from Facebook Research.
03/2017 My paper "CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos" gets accepted to the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017 ) as oral presentation. The source code and trained models are available online at here.
01/2017 Accept summer intern offer from Microsoft Research.
03/2016 My first author paper is accepted by CVPR 2016.
Conference Area Chair: MM'20.
Journal Reviewer: Transactions on Pattern Analysis and Machine Intelligence.
Journal Reviewer: IEEE Signal Processing Letters.
Journal Reviewer: IEEE Transactions on Multimedia.
Journal Reviewer: Journal of Visual Communication and Image Representation.
Journal Reviewer: Pattern Recognition.
Journal Reviewer: Transactions on Multimedia Computing Communications and Applications
Journal Reviewer: IEEE Transactions on Circuits and Systems for Video Technology
Journal Reviewer: IEEE Transactions on Systems, Man and Cybernetics: Systems
Journal Reviewer: IEEE Robotics and Automation Letters (RA-L) / IROS
Journal Reviewer: Neurocomputing
Journal Reviewer: IEEE Access
Journal Reviewer: Computer Vision and Image Understanding
Conference PC member/Reviewer: CVPR'19. CVPR'20.
Conference PC member/Reviewer: WACV'19.
Conference PC member/Reviewer: ECCV'20.
Conference PC member/Reviewer: AAAI'19. AAAI'20.
Conference PC member/Reviewer: ICCV'19. ICCV'17.
Conference PC member/Reviewer: MM'18. MM'18 demo track. MM'17. MM'17 COI track.
Conference PC member/Reviewer: FG'18. AMFG'17.