publications

^* indicates co-first authors

2024

  1. ECCV
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    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, 2024
  2. ECCV
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    A Comparative Study of Image Restoration Networks for General Backbone Network Design
    Xiangyu Chen, Zheyuan Li, Yuandong Pu, Yihao Liu, Jiantao Zhou, Yu Qiao, and Chao Dong
    In European Conference on Computer Vision, 2024
  3. ICML
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    Unifying Image Processing as Visual Prompting Question Answering
    Yihao Liu*, Xiangyu Chen*, Xianzheng Ma*, Xintao Wang, Jiantao Zhou, Yu Qiao, and Chao Dong
    In Proceedings of the 41st International Conference on Machine Learning (ICML), 2024
  4. ACM MM
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    Learning A Low-Level Vision Generalist via Visual Task Prompt
    Xiangyu Chen, Yihao Liu, Yuandong Pu, Wenlong Zhang, Jiantao Zhou, Yu Qiao, and Chao Dong
    In Proceedings of the 32nd ACM International Conference on Multimedia, 2024
  5. PR
    AdaptBIR: Adaptive Blind Image Restoration with Latent Diffusion Prior for Higher Fidelity
    Yingqi Liu, Jingwen He, Yihao Liu, Xinqi Lin, Fanghua Yu, Jinfan Hu, Yu Qiao, and Chao Dong
    Pattern Recognition, 2024
  6. CVMJ
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    Temporally Consistent Video Colorization with Deep Feature Propagation and Self-Regularization Learning
    Yihao Liu*, Hengyuan Zhao*, Kelvin CK Chan, Xintao Wang, Chen Change Loy, Yu Qiao, and Chao Dong
    Computational Visual Media, 2024

2023

  1. CVPR
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    DegAE: A New Pretraining Paradigm for Low-Level Vision
    Yihao Liu, Jingwen He, Jinjin Gu, Xiangtao Kong, Yu Qiao, and Chao Dong
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
  2. TPAMI
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    Evaluating the Generalization Ability of Super-Resolution Networks
    Yihao Liu, Hengyuan Zhao, Jinjin Gu, Yu Qiao, and Chao Dong
    IEEE Transactions on pattern analysis and machine intelligence, 2023
  3. CVPR
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    Masked Image Training for Generalizable Deep Image Denoising
    Haoyu Chen, Jinjin Gu, Yihao Liu, Salma Abdel Magid, Chao Dong, Qiong Wang, Hanspeter Pfister, and Lei Zhu
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
  4. TPAMI
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    CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm
    Mingye Xu, Yali Wang, Yihao Liu, Tong He, and Yu Qiao
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
  5. arXiv
    Learning to See Low-Light Images via Feature Domain Adaptation
    Qirui Yang, Qihua Cheng, Huanjing Yue, Le Zhang, Yihao Liu, and Jingyu Yang
    arXiv preprint arXiv:2312.06723, 2023
  6. Displays
    Two-Branch Crisscross Network for Realistic and Accurate Image Super-Resolution
    Qirui Yang, Yihao Liu, and Jingyu Yang
    Displays, 2023
  7. arXiv
    Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation
    Xiangyu Chen, Zheyuan Li, Zhengwen Zhang, Jimmy S Ren, Yihao Liu, Jingwen He, Yu Qiao, Jiantao Zhou, and Chao Dong
    arXiv preprint arXiv:2309.04084, 2023
  8. arXiv
    Efficient HDR Reconstruction from Real-World Raw Images
    Qirui Yang*, Yihao Liu*, and Jingyu Yang
    arXiv preprint arXiv:2306.10311, 2023

2022

  1. TMM
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    Very Lightweight Photo Retouching Network with Conditional Sequential Modulation
    Yihao Liu*, Jingwen He*, Xiangyu Chen, Zhengwen Zhang, Hengyuan Zhao, Chao Dong, and Yu Qiao
    IEEE Transactions on Multimedia, 2022
  2. TPAMI
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    Blind Image Super-Resolution: A Survey and Beyond
    Anran Liu, Yihao Liu, Jinjin Gu, Yu Qiao, and Chao Dong
    IEEE transactions on pattern analysis and machine intelligence, 2022
  3. CVPRW
    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 Workshops, 2022

2021

  1. TPAMI
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    RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank
    Wenlong Zhang, Yihao Liu, Chao Dong, and Yu Qiao
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
  2. TPAMI
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    Interactive Multi-Dimension Modulation for Image Restoration
    Jingwen He, Chao Dong, Yihao Liu, and Yu Qiao
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
  3. ICCV
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    Learn to Match: Automatic Matching Network Design for Visual Tracking
    Zhipeng Zhang, Yihao Liu, Xiao Wang, Bing Li, and Weiming Hu
    In International Conference on Computer Vision (ICCV), 2021
  4. arXiv
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    Discovering" Semantics" in Super-Resolution Networks
    Yihao Liu*, Anran Liu*, Jinjin Gu, Zhipeng Zhang, Wenhao Wu, Yu Qiao, and Chao Dong
    arXiv preprint arXiv:2108.00406, 2021
  5. arXiv
    Color2Embed: Fast Exemplar-Based Image Colorization Using Color Embeddings
    Hengyuan Zhao, Wenhao Wu, Yihao Liu, and Dongliang He
    arXiv preprint arXiv:2106.08017, 2021
  6. CVPRW
    HDRUnet: Single Image HDR Reconstruction with Denoising and Dequantization
    Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, and Chao Dong
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021
  7. CVPRW
    NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results
    Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Ales Leonardis, and Radu Timofte
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021

2020

  1. AAAI
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    FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing
    Yu Dong*, Yihao Liu*, He Zhang, Shifeng Chen, and Yu Qiao
    In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
  2. ECCV
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    Conditional Sequential Modulation for Efficient Global Image Retouching
    Jingwen He*, Yihao Liu*, Yu Qiao, and Chao Dong
    In European Conference on Computer Vision (ECCV), 2020
  3. ECCVW
    Residual and Dense UNet for Under-Display Camera Restoration
    Qirui Yang*, Yihao Liu*, Jigang Tang, and Tao Ku
    In European Conference on Computer Vision (ECCV) Workshops, 2020
  4. ECCVW
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    Enhanced Quadratic Video Interpolation
    Yihao Liu*, Liangbin Xie*, Li Siyao, Wenxiu Sun, Yu Qiao, and Chao Dong
    In European Conference on Computer Vision (ECCV) Workshops, 2020
  5. ECCVW
    AIM 2020 Challenge on Video Temporal Super-Resolution
    Sanghyun Son, Jaerin Lee, Seungjun Nah, Radu Timofte, Kyoung Mu Lee, Yihao Liu, Liangbin Xie, Li Siyao, Wenxiu Sun, Yu Qiao, and  others
    In European Conference on Computer Vision (ECCV) Workshops, 2020
  6. ECCVW
    UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results
    Yuqian Zhou, Michael Kwan, Kyle Tolentino, Neil Emerton, Sehoon Lim, Tim Large, Lijiang Fu, Zhihong Pan, Baopu Li, Qirui Yang, and  others
    In European Conference on Computer Vision (ECCV) Workshops, 2020

2019

  1. ICCV
    RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution
    Wenlong Zhang, Yihao Liu, Chao Dong, and Yu Qiao
    In International Conference on Computer Vision (ICCV), 2019

2018

  1. ECCVW
    ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
    Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Yu Qiao, and Chen Change Loy
    In Proceedings of the European conference on computer vision (ECCV) workshops, 2018