Li Chen

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Research Area
  • 3D Computer Vision    
  • Human and Animal Modelling
  • 3D Scene Modelling
  • Human Scene Interaction Modelling
  • Neural Symbolic Representation

 

  • Chinese Government Award for Outstanding Self-financed Students Abroad
  • ICCV 2021 Doctoral Consortium
  • Research Achievement Award, NUS

1. Khoi Duc Nguyen, Chen Li, Gim Hee Lee: ESCAPE: Encoding Super-keypoints for Category-Agnostic Pose Estimation. CVPR 2024.

2. Jie Long Lee, Chen Li, Gim Hee Lee: DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF. CVPR 2024.

3. Buzhen Huang, Chen Li, Chongyang Xu, Liang Pan, Yangang Wang, Gim Hee Lee: Closely Interactive Human Reconstruction with Proxemics and Physics-Guided Adaption. CVPR 2024.

4. Chen Li, Jiahao Lin, Gim Hee Lee: GHuNeRF: Generalisable Human NeRF from a Monocular Video. 3DV 2024.

5. Hanlin Chen, Chen Li, Mengqi Guo, Zhiwen Yan, Gim Hee Lee: GNeSF: Generalisable Neural Semantic Fields. NeurIPS 2023.

6. Jinnan Chen, Chen Li, Gim Hee Lee: Weakly-supervised 3D Pose Transfer with Keypoints. ICCV 2023.

7. Chen Li, Gim Hee Lee: ScarceNet: Animal Pose Estimation with Scarce Annotations. CVPR 2023.

8. Zhiwen Yan, Chen Li, Gim Hee Lee: NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects. CVPR 2023.

9. Ziwei Yu, Chen Li, Linlin Yang, Xiaoxu Zheng, Micheal Bi Mi, Gim Hee Lee, Angela Yao: Overcoming the Tradeoff in Accuracy and Plausibility for 3D Hand Shape Reconstruction. CVPR 2023.

10. Chen Li, Gim Hee Lee: Coarse-to-fine Animal Pose and Shape Estimation. NeurIPS 2021.

11. Chen Li, Gim Hee Lee: From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation. CVPR 2021 (Oral).

12. Chen Li, Gim Hee Lee: Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses. BMVC 2020.

13. Chen Li, Gim Hee Lee: Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network. CVPR 2019.

14. Chen Li*, Zhen Zhang*, Wee Sun Lee, Gim Hee Lee: Convolutional Sequence to Sequence Model for Human Dynamics. CVPR 2018.

  • Reviewer for IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021-2024.
  • Reviewer for European Conference on Computer Vision (ECCV), 2022.
  • Reviewer for International Conference on Computer Vision (ICCV), 2021, 2023.
  • Reviewer for Conference on Neural Information Processing Systems (Neurips), 2023, 2024.
  • Reviewer for International Conference on Learning Representations (ICLR), 2024.
  • Reviewer for British Machine Vision Conference (BMVC), 2020-2022.
  • Reviewer for International Conference on 3D Vision (3DV) 2020, 2021.
  • Reviewer for AAAI Conference on Artificial Intelligence 2023.