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Chen Li

I am currently a fourth-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 human and animal pose understanding. I am also interested in Uncertainty Modeling, Active Learning and Domain Adaptation.

Publications

Coarse-to-fine Animal Pose and Shape Estimation
Chen Li, Gim Hee Lee.
Neural Information Processing Systems (NeurIPS), 2021
[Paper] [Code]
From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation
Chen Li, Gim Hee Lee.
Computer Vision and Pattern Recognition (CVPR), 2021 (Oral)
[Paper] [Code] [Video] [Project Page]
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.
Computer Vision and Pattern 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.
Computer Vision and Pattern Recognition (CVPR), 2018
[Paper] [Supplementary Material] [Code]

Professional Services

    Reviewer: CVPR, ICCV, 3DV, BMVC

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

Awards

  • 2021:ICCV 2021 Doctoral Consortium
  • 2021:Research Achievement Award, NUS
  • 2017: Outstanding Graduate Award, Beihang University
  • 2014-2016: Academic Scholarship for three consecutive years, Beihang University
  • 2011: National Scholarship of China