Kwan-Yee (Jun-Yi) Lin

Director of 3D Perceiving R&D Centre @ Intelligent Automotive Group, SenseTime Group Inc.

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I am the Director of R&D at IAG of SenseTime Group Inc., working with Chen Qian. I lead the development and research of 3D Perceiving R&D Centre, which serves for several leading automakers (e.g., BMW, Honda and NIO) and has delivered 20+ mass-produced projects in the intelligent cabin industry.

I was a post-doc researcher at MMLab, The Chinese University of Hong Kong, with Prof. Hongsheng li and Xiaogang Wang. Previously, I received my PhD degree in the Department of Information Science, School of Mathematical Sciences at Peking University.

My research interests include Computer Vision, Computer Graphics and XR. I am particularly interested in 3d scene understanding, deep generative models, neural rendering and animation.

News

Jul, 2022 3 papers with 1 oral presentations got accepted by CVPR/ECCV 2022.
Jul, 2022 2 papers with 1 oral presentations got accepted by CVPR 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
  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
  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
  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
  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
  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)
  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