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

@inproceedings{cvpr2022_restormer_19716,
  title = {{Restormer: Efficient Transformer for High-Resolution Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2017_learning_12395,
  title = {{Learning Deep CNN Denoiser Prior for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_deep_12968,
  title = {{Deep Image Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Ulyanov_Deep_Image_Prior_CVPR_2018_paper.html},
}

@inproceedings{neurips2016_image_55779,
  title = {{Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/6952},
}

@inproceedings{cvpr2021_towards_18029,
  title = {{Towards Real-World Blind Face Restoration With Generative Facial Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_all_18282,
  title = {{All-in-One Image Restoration for Unknown Corruption}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_gan_17051,
  title = {{GAN Prior Embedded Network for Blind Face Restoration in the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2018_non_57440,
  title = {{Non-Local Recurrent Network for Image Restoration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11181},
}

@inproceedings{cvpr2019_dual_14117,
  title = {{Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{aaai2024_omni_6818,
  title = {{Omni-Kernel Network for Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27907},
}

@inproceedings{cvpr2020_bringing_15214,
  title = {{Bringing Old Photos Back to Life}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_pd_17558,
  title = {{PD-GAN: Probabilistic Diverse GAN for Image Inpainting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{iclr2019_residual_28932,
  title = {{Residual Non-local Attention Networks for Image Restoration}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/795},
}

@inproceedings{neurips2018_neural_57430,
  title = {{Neural Nearest Neighbors Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11128},
}

@inproceedings{cvpr2021_deep_16814,
  title = {{Deep Convolutional Dictionary Learning for Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_restoreformer_19715,
  title = {{RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2020_image_15671,
  title = {{Image Demoireing with Learnable Bandpass Filters}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2019_modulating_14529,
  title = {{Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2025_darkir_25854,
  title = {{DarkIR: Robust 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/34876},
}

@inproceedings{cvpr2021_restoring_17747,
  title = {{Restoring Extremely Dark Images in Real Time}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2025_efficient_26104,
  title = {{Efficient Visual State Space Model for Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33210},
}

@inproceedings{cvpr2024_image_23754,
  title = {{Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31134},
}

@inproceedings{cvpr2024_boosting_22865,
  title = {{Boosting Image Restoration via Priors from Pre-trained Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30769},
}

@inproceedings{aaai2024_learning_6496,
  title = {{Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28412},
}

@inproceedings{cvpr2024_learning_23952,
  title = {{Learning Degradation-unaware Representation with Prior-based Latent Transformations for Blind Face Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29769},
}

@inproceedings{aaai2026_bayesian_101112,
  title = {{Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37413},
}

@inproceedings{aaai2025_quarf_10413,
  title = {{QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33836},
}

@inproceedings{cvpr2024_efficient_23337,
  title = {{Efficient Scene Recovery Using Luminous Flux Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31756},
}

@inproceedings{cvpr2025_zero_28177,
  title = {{Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models (and Beyond)}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32463},
}

@inproceedings{icml2024_optimal_45540,
  title = {{Optimal Eye Surgeon: Finding image priors through sparse generators at initialization}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32912},
}

@inproceedings{iclr2024_a_35606,
  title = {{A Restoration Network as an Implicit Prior}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17467},
}

@inproceedings{icml2025_stochastic_46956,
  title = {{Stochastic Deep Restoration Priors for Imaging Inverse Problems}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45624},
}

@inproceedings{neurips2024_improving_70372,
  title = {{Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96728},
}

@inproceedings{neurips2024_ddr_72174,
  title = {{DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95166},
}

@inproceedings{iclr2026_analyzing_86674,
  title = {{Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=SbLj5hJXh6},
}

@inproceedings{aaai2026_multitasks_104162,
  title = {{Multitasks-based Deep Evidential Fusion Network for Blind Image Quality Assessment}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37691},
}

@inproceedings{aaai2026_rectification_104282,
  title = {{Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37811},
}

@inproceedings{iclr2024_dreamclean_33673,
  title = {{DreamClean: Restoring Clean Image Using Deep Diffusion Prior}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19402},
}