Jie Xiao   肖杰

Ph.D. Candidate

Email: ustchbxj@mail.ustc.edu.cn

School of Data Science

University of Science and Technology of China (USTC)

[Google Scholar] [Github]

 Jie Xiao

News

  • 2024.05, One paper (CCM) is accepted by ICML, 2024.
  • 2024.03, One paper (HomoFormer) is accepted by CVPR, 2024.
  • 2024.01, One paper (DreamClean) is accepted by ICLR, 2024.
  • 2023.04, One paper is accepted by ICML, 2023.
  • 2023.02, One paper is accepted by CVPR, 2023.

    • Biography

    I am currently a second-year Ph.D. candidate in School of Data Science, University of Science and Technology of China, advised by Prof. Zheng-Jun Zha and Asst. Prof. Xueyang Fu. My research mainly focuses on generative models and low-level vision

    Honors & Scholarship

    Publications

    CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models

    Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu, Zheng-Jun Zha.

    International Conference on Machine Learning (ICML), 2024.

    HomoFormer: Homogenized Transformer for Image Shadow Removal

    Jie Xiao, Xueyang Fu, Yurui Zhu, Dong Li, Jie Huang, Kai Zhu, Zheng-Jun Zha.

    Computer Vision and Pattern Recognition (CVPR), 2024.

    DreamClean: Restoring Clean Image Using Deep Diffusion Prior
    [PDF]

    Jie Xiao, Ruili Feng, Han Zhang, Zhiheng Liu, Zhantao Yang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha.

    International Conference on Learning Representations (ICLR), 2024.

    Random Shuffle Transformer for Image Restoration
    [Code][PDF]

    Jie Xiao, Xueyang Fu, Man Zhou, Hongjian Liu, Zheng-Jun Zha.

    International Conference on Machine Learning (ICML), 2023.

    Continual Image Deraining with Hypergraph Convolutional Networks
    [Code][PDF]

    Xueyang Fu, Jie Xiao, Yurui, Zhu, Aiping Liu, Feng Wu, Zheng-Jun Zha.

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

    Stochastic Window Transformer for Image Restoration
    [Code][PDF]

    Jie Xiao, Xueyang Fu, Feng Wu, Zheng-Jun Zha.

    Neural Information Processing Systems (NeurIPS), 2022. (Spotlight)

    Image Deraining Transformer
    [Code][PDF]

    Jie Xiao, Xueyang Fu, Aiping Liu, Feng Wu, Zheng-Jun Zha.

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

    Principled Knowledge Extrapolation with GANs
    [Code][PDF]

    Ruili Feng, Jie Xiao, Kecheng Zheng, Deli Zhao, Jingren Zhou, Qibin Sun, Zheng-Jun Zha.

    International Conference on Machine Learning (ICML), 2022. (Spotlight)

    Improving De-raining Generalization via Neural Reorganization
    [Code][PDF]

    Jie Xiao, Man Zhou, Xueyang Fu, Aiping Liu, Zheng-Jun Zha.

    International Conference on Computer Vision (ICCV), 2021.

    Image De-raining via Continual Learning
    [Code][PDF]

    Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu, Aiping Liu, Jinshan Pan, Zheng-Jun Zha.

    Computer Vision and Pattern Recognition (CVPR), 2021.