Publications

2024

  1. arXiv
    A Preliminary Exploration Towards General Image Restoration
    Xiangtao Kong ,  Jinjin Gu ,  Yihao Liu ,  Wenlong Zhang Xiangyu Chen ,  Yu Qiao , and 1 more author
    In arXiv , 2024
  2. arXiv
    UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation
    Xiangyu Zhao ,  Yuehan Zhang ,  Wenlong Zhang ,  and  Xiao-Ming Wu
    In arXiv , 2024
  3. MM
    Learning A Low-Level Vision Generalist via Visual Task Prompt
    Xiangyu Chen ,  Yihao Liu ,  Yuandong Pu ,  Wenlong Zhang ,  Jiantao Zhou , and 2 more authors
    In ACM Multimedia , 2024
  4. ECCV
    GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity
    Shuo Cao ,  Yihao Liu ,  Wenlong Zhang ,  Yu Qiao ,  and  Chao Dong
    In European Conference on Computer Vision(ECCV) , 2024
  5. arXiv
    Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
    Wanghan Xu ,  Fenghua Ling ,  Wenlong Zhang ,  Tao Han ,  Hao Chen , and 2 more authors
    In arXiv preprint , 2024
  6. ICLR Spotlight
    SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution
    Wenlong Zhang ,  Xiaohui Li ,  Xiangyu Chen ,  Yu Qiao ,  Xiao-Ming Wu , and 1 more author
    In International Conference on Learning Representations (ICLR Spotlight) , 2024

2023

  1. arXiv
    HAT: Hybrid Attention Transformer for Image Restoration
    Xiangyu Chen ,  Xintao Wang ,  Wenlong Zhang ,  Xiangtao Kong ,  Yu Qiao , and 2 more authors
    In arXiv preprint , 2023
  2. NeurIPS
    Real-World Image Super-Resolution as Multi-Task Learning
    Wenlong Zhang ,  Xiaohui Li ,  Guangyuan Shi ,  Xiangyu Chen ,  Yu Qiao , and 3 more authors
    In Advances in Neural Information Processing Systems (NeurIPS) , 2023
  3. ICLR
    Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learning
    Guangyuan Shi ,  Qimai Li ,  Wenlong Zhang ,  Jiaxin Chen ,  and  Xiao-Ming Wu
    In The Eleventh International Conference on Learning Representations (ICLR) , 2023
  4. TGRS
    Spatial Resolution Matching of Microwave Radiometer Measurements Using Iterative Deconvolution with Close Loop Priors (ICLP)
    Zhiyu Yao ,  Weidong Hu ,  Zhiyan Feng ,  Wenlong Zhang ,  Yang Liu , and 2 more authors
    In IEEE Transactions on Geoscience and Remote Sensing , 2023

2022

  1. CVPRw oral
    A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds
    Wenlong Zhang ,  Guangyuan Shi ,  Yihao Liu ,  Chao Dong ,  and  Xiao-Ming Wu
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops , Jun 2022

2021

  1. T-PAMI
    Ranksrgan: Generative adversarial networks with ranker for image super-resolution
    Wenlong Zhang ,  Yihao Liu ,  Chao Dong ,  and  Yu Qiao
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Jun 2021
  2. NeurIPS spotlight
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
    Guangyuan Shi ,  Jiaxin Chen ,  Wenlong Zhang ,  Li-Ming Zhan ,  and  Xiao-Ming Wu
    Advances in Neural Information Processing Systems, Jun 2021

2020

  1. Sensors
    Radar Cross Section Near-Field to Far-Field Prediction for Isotropic-Point Scattering Target Based on Regression Estimation
    Yang Liu ,  Weidong Hu ,  Wenlong Zhang ,  Jianhang Sun ,  Baige Xing , and 1 more author
    Sensors, Jun 2020

2019

  1. ICCV oral
    Ranksrgan: Generative adversarial networks with ranker for image super-resolution
    Wenlong Zhang ,  Yihao Liu ,  Chao Dong ,  and  Yu Qiao
    In Proceedings of the IEEE/CVF International Conference on Computer Vision , Jun 2019
  2. Remote Sensing
    Spatial resolution enhancement of satellite microwave radiometer data with deep residual convolutional neural network
    Weidong Hu ,  Yade Li ,  Wenlong Zhang ,  Shi Chen ,  Xin Lv , and 1 more author
    Remote Sensing, Jun 2019
  3. Remote Sensing
    Spatial resolution matching of microwave radiometer data with convolutional neural network
    Yade Li ,  Weidong Hu ,  Shi Chen ,  Wenlong Zhang ,  Rui Guo , and 2 more authors
    Remote Sensing, Jun 2019

2018

  1. Remote Sensing
    A deconvolution technology of microwave radiometer data using convolutional neural networks
    Weidong Hu ,  Wenlong Zhang ,  Shi Chen ,  Xin Lv ,  Dawei An , and 1 more author
    Remote Sensing, Jun 2018