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Chen Li

I am currently a second-year PhD student(2018-) in the Computer Science Department at National Univeristy of Singapore, supervised by Prof. Gim Hee Lee. Before, I obtained my Master's degree in the Electronic Engneering Department at Beihang University, supervised by Prof. Xia Mao. I obtained my Bachelor's degree in the Electronic Engneering Department at Dalian Maritime University.

Email: lic [at] comp [dot] nus [dot] nus [dot] sg

Research Field

My research focuses on Computer Vision and Deep Learning. Specifically, I have been working on 3D Human Pose Estimation and Motion Prediction. I am also interested in Uncertainty Modeling, Active Learning and Domain Adaptation.


Publications

Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses
Chen Li, Gim Hee Lee.
The British Machine Vision Conference (BMVC), 2020
[Paper] [Code]
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network
Chen Li, Gim Hee Lee.
IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2019
[Paper] [Supplementary Material] [Code]
Convolutional Sequence to Sequence Model for Human Dynamics
Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee.
IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2018
[Paper] [Supplementary Material] [Code]

Work Experience

  • 2017-2018: Research Assistant at National University of Singapore

Teaching Assistant

  • 2020 Jan: CS5477 3D Computer Vision, NUS
  • 2019 Fall: CS5340 Uncertainty Modeling in AI, NUS
  • 2018 Fall: CS4243 Computer Vision and Pattern Recognition, NUS
  • 2016 Fall: Circut Theory, Beihang University