% Key papers for Efficient restoration architectures (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2021_multi_17450,
  title = {{Multi-Stage Progressive Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2018_the_13646,
  title = {{The Perception-Distortion Tradeoff}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Blau_The_Perception-Distortion_Tradeoff_CVPR_2018_paper.html},
}

@inproceedings{icml2018_noise2noise_36872,
  title = {{Noise2Noise: Learning Image Restoration without Clean Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2014},
}

@inproceedings{cvpr2020_all_15138,
  title = {{All in One Bad Weather Removal Using Architectural Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_efficient_20901,
  title = {{Efficient and Explicit Modelling of Image Hierarchies for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22726},
}

@inproceedings{cvpr2023_learning_21418,
  title = {{Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23128},
}

@inproceedings{aaai2022_unsupervised_2926,
  title = {{Unsupervised Underwater Image Restoration: From a Homology Perspective}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/00643-unsupervised-underwater-image-restoration-from-a-homology-perspective/},
}

@inproceedings{cvpr2025_mambairv2_26913,
  title = {{MambaIRv2: Attentive State Space Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34071},
}

@inproceedings{cvpr2024_scaling_24747,
  title = {{Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31562},
}

@inproceedings{cvpr2023_ingredient_21254,
  title = {{Ingredient-Oriented Multi-Degradation Learning for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21586},
}

@inproceedings{cvpr2018_multi_13402,
  title = {{Multi-Scale Weighted Nuclear Norm Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Yair_Multi-Scale_Weighted_Nuclear_CVPR_2018_paper.html},
}

@inproceedings{cvpr2024_selective_24775,
  title = {{Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30343},
}

@inproceedings{cvpr2024_multimodal_24228,
  title = {{Multimodal Prompt Perceiver: Empower Adaptiveness Generalizability and Fidelity for All-in-One Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29512},
}

@inproceedings{cvpr2020_disparity_15419,
  title = {{Disparity-Aware Domain Adaptation in Stereo Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_all_20382,
  title = {{All-in-One Image Restoration for Unknown Degradations Using Adaptive Discriminative Filters for Specific Degradations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21896},
}

@inproceedings{aaai2024_correlation_5513,
  title = {{Correlation Matching Transformation Transformers for UHD Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28341},
}

@inproceedings{cvpr2018_image_13209,
  title = {{Image Restoration by Estimating Frequency Distribution of Local Patches}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Yoo_Image_Restoration_by_CVPR_2018_paper.html},
}

@inproceedings{cvpr2025_mair_26898,
  title = {{MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32472},
}

@inproceedings{cvpr2021_deflow_16805,
  title = {{DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2024_docres_23247,
  title = {{DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29557},
}

@inproceedings{cvpr2024_distilling_23236,
  title = {{Distilling Semantic Priors from SAM to Efficient Image Restoration Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30556},
}

@inproceedings{cvpr2024_improving_23774,
  title = {{Improving Image Restoration through Removing Degradations in Textual Representations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31484},
}

@inproceedings{cvpr2025_degradation_25890,
  title = {{Degradation-Aware Feature Perturbation for All-in-One Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35103},
}

@inproceedings{cvpr2025_urwkv_27976,
  title = {{URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34219},
}

@inproceedings{cvpr2024_dsl_23099,
  title = {{DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30822},
}

@inproceedings{aaai2025_debiased_8653,
  title = {{Debiased All-in-one Image Restoration with Task Uncertainty Regularization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32905},
}

@inproceedings{neurips2024_dreamclear_70612,
  title = {{DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96507},
}

@inproceedings{cvpr2025_from_26337,
  title = {{From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32396},
}

@inproceedings{aaai2026_pansharpening_100522,
  title = {{Pansharpening for Thin-Cloud Contaminated Remote Sensing Images: A Unified Framework and Benchmark Dataset}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37369},
}

@inproceedings{aaai2025_multi_10045,
  title = {{Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32898},
}

@inproceedings{aaai2024_towards_7577,
  title = {{Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28090},
}

@inproceedings{cvpr2025_uhd_27966,
  title = {{UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34499},
}

@inproceedings{neurips2024_looks_70730,
  title = {{Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96394},
}