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

@inproceedings{cvpr2023_generative_21077,
  title = {{Generative Diffusion Prior for Unified Image Restoration and Enhancement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22095},
}

@inproceedings{neurips2022_denoising_65827,
  title = {{Denoising Diffusion Restoration Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54021},
}

@inproceedings{cvpr2024_wavelet_25268,
  title = {{Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30059},
}

@inproceedings{cvpr2024_residual_24621,
  title = {{Residual Denoising Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31373},
}

@inproceedings{neurips2023_cold_68451,
  title = {{Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71367},
}

@inproceedings{cvpr2023_dr2_20707,
  title = {{DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22939},
}

@inproceedings{iclr2023_zero_33123,
  title = {{Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12016},
}

@inproceedings{icml2023_image_42000,
  title = {{Image Restoration with Mean-Reverting Stochastic Differential Equations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/24650},
}

@inproceedings{neurips2017_deep_56241,
  title = {{Deep Mean-Shift Priors for Image Restoration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/8871},
}

@inproceedings{cvpr2024_hir_23662,
  title = {{HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29665},
}

@inproceedings{cvpr2024_learning_23953,
  title = {{Learning Diffusion Texture Priors for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30857},
}

@inproceedings{cvpr2025_unirestore_28006,
  title = {{UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33166},
}

@inproceedings{neurips2024_blind_71444,
  title = {{Blind Image Restoration via Fast Diffusion Inversion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95812},
}

@inproceedings{icml2023_i_42427,
  title = {{I\$^2\$SB: Image-to-Image Schrödinger Bridge}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/25047},
}

@inproceedings{cvpr2024_restoration_24625,
  title = {{Restoration by Generation with Constrained Priors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30743},
}

@inproceedings{cvpr2025_dual_26020,
  title = {{Dual Prompting Image Restoration with Diffusion Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32819},
}

@inproceedings{neurips2023_a_68613,
  title = {{A Unified Conditional Framework for Diffusion-based Image Restoration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71222},
}

@inproceedings{cvpr2024_waveface_25266,
  title = {{WaveFace: Authentic Face Restoration with Efficient Frequency Recovery}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30181},
}

@inproceedings{iclr2025_reti_83261,
  title = {{Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28550},
}

@inproceedings{aaai2026_maisi_105553,
  title = {{MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38309},
}

@inproceedings{aaai2024_improving_6291,
  title = {{Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27833},
}

@inproceedings{cvpr2025_reconciling_27406,
  title = {{Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33265},
}

@inproceedings{aaai2025_zero_11326,
  title = {{Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32189},
}

@inproceedings{icml2024_diracdiffusion_45105,
  title = {{DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33347},
}

@inproceedings{icml2024_image_45361,
  title = {{Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33090},
}

@inproceedings{aaai2026_dereflection_100749,
  title = {{Dereflection Any Image with Diffusion Priors and Diversified Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/42489},
}

@inproceedings{aaai2026_diffusion_104378,
  title = {{Diffusion Once and Done: Degradation-Aware LoRA for All-in-One Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37905},
}

@inproceedings{aaai2025_asyncdsb_8160,
  title = {{AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32349},
}

@inproceedings{cvpr2025_fire_26257,
  title = {{FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34453},
}