% Key papers for Real-world restoration with unaligned data (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_enhanced_15480,
  title = {{Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2020_joint_15717,
  title = {{Joint Demosaicing and Denoising With Self Guidance}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2016_exploiting_11537,
  title = {{Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2019_attention_13867,
  title = {{Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2022_burst_18400,
  title = {{Burst Image Restoration and Enhancement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_image_17162,
  title = {{Image Restoration for Under-Display Camera}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_removing_17734,
  title = {{Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_burstormer_20518,
  title = {{Burstormer: Burst Image Restoration and Enhancement Transformer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22057},
}

@inproceedings{aaai2024_vqcnir_7750,
  title = {{VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28623},
}

@inproceedings{cvpr2016_needle_11725,
  title = {{Needle-Match: Reliable Patch Matching Under High Uncertainty}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2021_controllable_16752,
  title = {{Controllable Image Restoration for Under-Display Camera in Smartphones}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_generating_21070,
  title = {{Generating Aligned Pseudo-Supervision From Non-Aligned Data for Image Restoration in Under-Display Camera}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22558},
}

@inproceedings{cvpr2024_look_24028,
  title = {{Look-Up Table Compression for Efficient Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30129},
}

@inproceedings{cvpr2021_exploiting_16970,
  title = {{Exploiting Aliasing for Manga Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_gated_21055,
  title = {{Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22030},
}

@inproceedings{cvpr2025_volformer_28131,
  title = {{VolFormer: Explore More Comprehensive Cube Interaction for Hyperspectral Image Restoration and Beyond}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33805},
}

@inproceedings{cvpr2022_exploring_18806,
  title = {{Exploring and Evaluating Image Restoration Potential in Dynamic Scenes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{iclr2025_adair_81827,
  title = {{AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29955},
}

@inproceedings{aaai2024_deep_5642,
  title = {{Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27892},
}

@inproceedings{aaai2025_panadapter_10260,
  title = {{PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32912},
}

@inproceedings{cvpr2025_lp_26704,
  title = {{LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32968},
}

@inproceedings{aaai2024_descanning_5672,
  title = {{Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27855},
}

@inproceedings{aaai2025_sidl_10608,
  title = {{SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32257},
}

@inproceedings{aaai2025_step_10841,
  title = {{Step-Calibrated Diffusion for Biomedical Optical Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32635},
}

@inproceedings{iclr2024_dual_34948,
  title = {{Dual Associated Encoder for Face Restoration}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18126},
}

@inproceedings{neurips2024_perceptual_71737,
  title = {{Perceptual Fairness in Image Restoration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95549},
}

@inproceedings{aaai2026_clear_104149,
  title = {{Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37678},
}

@inproceedings{aaai2026_mpi_105504,
  title = {{MPI-Mamba: Latent Feature Fusion Mamba for Anisotropic Image Calibration and Deblurring in Magnetic Particle Imaging}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38260},
}

@inproceedings{aaai2025_dctmamba_8595,
  title = {{DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32854},
}

@inproceedings{iclr2025_posterior_83039,
  title = {{Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28765},
}

@inproceedings{cvpr2026_face2scene_96637,
  title = {{Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Kazerouni_Face2Scene_Using_Facial_Degradation_as_an_Oracle_for_Diffusion-Based_Scene_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_dynamic_98871,
  title = {{Dynamic Exposure Burst Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Kim_Dynamic_Exposure_Burst_Image_Restoration_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_ucmnet_99229,
  title = {{UCMNet: Uncertainty-Aware Context Memory Network for Under-Display Camera Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Kim_UCMNet_Uncertainty-Aware_Context_Memory_Network_for_Under-Display_Camera_Image_Restoration_CVPR_2026_paper.html},
}

@inproceedings{icml2025_feature_48976,
  title = {{Feature out! Let Raw Image as Your Condition for Blind Face Restoration}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43647},
}