Publication

2024

  1. CosmicMan: A Text-to-Image Foundation Model for Humans
    Shikai Li, Jianglin Fu, Kaiyuan Liu, Wentao Wang,  Kwan-Yee Lin †, and Wayne Wu
    Computer Vision and Pattern Recognition (CVPR), 2024
    YouTube Project Page

2023

  1. RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
    Dongwei Pan,  etal., and Kwan-Yee Lin
    Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks, 2023
    arXiv YouTube Project Page
  2. DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering
    Wei Cheng,  etal., and Kwan-Yee Lin
    International Conference on Computer Vision (ICCV), 2023
    arXiv YouTube Project Page
  3. UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation
    Jianglin Fu, Shikai Li, Yuming Jiang,  Kwan-Yee Lin †, Ziwei Liu, and Wayne Wu
    International Conference on Computer Vision (ICCV), 2023
    YouTube Project Page
  4. Simulating Fluids in Real-World Still Images
    Siming Fan, Jingtan Piao, Chen Qian, Hongsheng Li, and Kwan-Yee Lin
    International Conference on Computer Vision (ICCV), 2023 (Oral)
    arXiv YouTube Project Page
  5. MonoHuman: Animatable Human Neural Field from Monocular Video
    Zhengming Yu, Wei Cheng, Xian Liu, Wayne Wu, and Kwan-Yee Lin
    Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    arXiv Project Page

2022

  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. 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
  3. Learning a Structured Latent Space for Unsupervised Point Cloud Completion
    Yingjie Cai,  Kwan-Yee Lin †, Chao Zhang, Qiang Wang, Xiaogang Wang, and Hongsheng Li
    Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (Oral)
    arXiv
  4. RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization
    Yan Xu,  Kwan-Yee Lin †, Guofeng Zhang, Xiaogang Wang, and Hongsheng Li
    Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    arXiv Project Page

2021

  1. Inverting Generative Adversarial Renderer for Face Reconstruction
    Jingtan Piao, Keqiang Sun, Quan Wang,  Kwan-Yee Lin †, and Hongsheng Li
    Conference on Computer Vision and Pattern Recognition (CVPR), 2021 (Oral)
    arXiv YouTube Project Page
  2. 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

2020

  1. SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks
    Yan Xu, Zhaoyang Huang,  Kwan-Yee Lin †, Xinge Zhu, Jianping Shi, Guofeng Zhang, and Hongsheng Li
    Conference on Robotic Learning (CoRL), 2020
    arXiv YouTube
  2. 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
  3. Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
    Xiaokang Chen,  Kwan-Yee Lin, Jingbo Wang, Wayne Wu, Chen Qian, Hongsheng Li, and Gang Zeng
    The European Conference on Computer Vision (ECCV), 2020
    arXiv Project Page

2019

  1. TRB: A Novel Triplet Representation for Understanding 2D Human Body
    Haodong Duan,  Kwan-Yee Lin, Sheng Jin, Wentao Liu, Chen Qian, and Wanli Ouyang
    International Conference on Computer Vision (ICCV), 2019 (Oral)
    arXiv Project Page
  2. Make a Face: Towards Arbitrary High Fidelity Face Manipulation
    Shengju Qian,  Kwan-Yee Lin, Wayne Wu, Quan Wang, Ran He, Fumin Shen, and Chen Qian
    International Conference on Computer Vision (ICCV), 2019
    arXiv
  3. 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

2018

  1. 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