Kwan-Yee (Jun-Yi) Lin

kwanyee_lin.jpg

I am currently a Research Scientist at Shanghai AI Laboratory. I have been a post-doc researcher at MMLab, The Chinese University of Hong Kong, working with Prof. Hongsheng Li and Prof. Xiaogang Wang. Previously, I was the Director of R&D at Intelligent Automotive Group of SenseTime Group Inc., working with Chen Qian. During my time at SenseTime, I led the development and research of 3D Perceiving R&D Centre, which served for several leading automakers (e.g., BMW, Honda and NIO) and had delivered 30+ mass-produced projects in the intelligent cabin industry. I received my PhD degree in the Department of Information Science, School of Mathematical Sciences at Peking University.

My research interests lie at the intersection of Computer Vision, Computer Graphics, and Machine Learning. I am particularly interested in 3d scene understanding, high-fidelity digital human, and 3D content creation.

** Joint programs of PhD, RA at NTU and CUHK are open! **

** Job positions are open for researchers and interns at Shanghai AI Lab! **

News

Sep, 2022 We are starting OpenXDLab, a new large-scale open-source project for datasets of XR research! 🔥
Jul, 2022 3 papers with 1 oral presentations got accepted by CVPR/ECCV 2022.
Mar, 2021 2 papers with 1 oral presentations got accepted by CVPR 2021.
Jul, 2020 2 papers got accepted by CVPR/ECCV in 2020.
Jul, 2020 We released MMDetection3D, OpenMMLab’s Next-Generation Platform for 3D Object Detection.
Jul, 2019 3 papers with 2 oral presentations got accepted by CVPR/ICCV in 2019.
Jul, 2018 2 papers got accepted by CVPR/BMVC in 2018.

Selected Publications

  1. Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis
    Wei Cheng, Su Xu, Jingtan Piao, Chen Qian, Wayne Wu,  Kwan-Yee Lin †, and Hongsheng Li
    Technical report, arXiv:2204.11798, 2022
    arXiv YouTube Project Page
  2. Simulating Fluids in Real-World Still Images
    Siming Fan, Jingtan Piao, Chen Qian,  Kwan-Yee Lin †, and Hongsheng Li
    Technical report, arXiv:2204.11335, 2022
    arXiv YouTube Project Page
  3. StyleGAN-Human: A Data-Centric Odyssey of Human Generation
    Jianglin Fu, Shikai Li, Yuming Jiang,  Kwan-Yee Lin, Chen Qian, Chen Change Loy, Wayne Wu, and Ziwei Liu
    European Conference on Computer Vision (ECCV), 2022
    arXiv YouTube Project Page
  4. Semantic Scene Completion via Integrating Instances and Scene in-the-Loop
    Yingjie Cai, Xuesong Chen, Chao Zhang,  Kwan-Yee Lin †, Xiaogang Wang, and Hongsheng Li
    Conference on Computer Vision and Pattern Recognition (CVPR), 2021
    arXiv Project Page
  5. 3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior
    Xiaokang Chen,  Kwan-Yee Lin, Chen Qian, Gang Zeng, and Hongsheng Li
    Conference on Computer Vision and Pattern Recognition (CVPR), 2020
    arXiv Project Page
  6. Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation
    Kwan-Yee Lin, Xipeng Chen, Wentao Liu, Chen Qian, and Liang Lin
    Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral)
    arXiv Project Page
  7. Hallucinated-IQA: No-reference Image Quality Assessment via Adversarial Learning
    Kwan-Yee Lin, and Guanxiang Wang
    Conference on Computer Vision and Pattern Recognition (CVPR), 2018
    arXiv Project Page