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

@inproceedings{cvpr2018_scale_13562,
  title = {{Scale-Recurrent Network for Deep Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Tao_Scale-Recurrent_Network_for_CVPR_2018_paper.html},
}

@inproceedings{cvpr2016_blind_11416,
  title = {{Blind Image Deblurring Using Dark Channel Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2019_deep_14042,
  title = {{Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2017_from_12289,
  title = {{From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2016_a_11355,
  title = {{A Comparative Study for Single Image Blind Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2020_deblurring_15344,
  title = {{Deblurring by Realistic Blurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_efficient_20886,
  title = {{Efficient Frequency Domain-Based Transformers for High-Quality Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22466},
}

@inproceedings{cvpr2017_image_12342,
  title = {{Image Deblurring via Extreme Channels Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2020_neural_15937,
  title = {{Neural Blind Deconvolution Using Deep Priors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2022_deblurring_18598,
  title = {{Deblurring via Stochastic Refinement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2019_blind_13900,
  title = {{Blind Image Deblurring With Local Maximum Gradient Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2018_deep_12982,
  title = {{Deep Semantic Face Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Shen_Deep_Semantic_Face_CVPR_2018_paper.html},
}

@inproceedings{aaai2023_intriguing_3928,
  title = {{Intriguing Findings of Frequency Selection for Image Deblurring}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25281},
}

@inproceedings{cvpr2021_iterative_17214,
  title = {{Iterative Filter Adaptive Network for Single Image Defocus Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2019_unsupervised_14973,
  title = {{Unsupervised Domain-Specific Deblurring via Disentangled Representations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2018_learning_13310,
  title = {{Learning a Discriminative Prior for Blind Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_Learning_a_Discriminative_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_efficient_15462,
  title = {{Efficient Dynamic Scene Deblurring Using Spatially Variant Deconvolution Network With Optical Flow Guided Training}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2020_region_103755,
  title = {{Region-Adaptive Dense Network for Efficient Motion Deblurring}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6862},
}

@inproceedings{cvpr2016_robust_11818,
  title = {{Robust Kernel Estimation With Outliers Handling for Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2022_learning_19243,
  title = {{Learning to Deblur Using Light Field Generated and Real Defocus Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_efficient_23334,
  title = {{Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29748},
}

@inproceedings{cvpr2024_adarevd_22716,
  title = {{AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30399},
}

@inproceedings{cvpr2024_motion_24193,
  title = {{Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30645},
}

@inproceedings{cvpr2024_blur2blur_22856,
  title = {{Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31281},
}

@inproceedings{cvpr2024_id_23742,
  title = {{ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30526},
}

@inproceedings{cvpr2024_unsupervised_25161,
  title = {{Unsupervised Blind Image Deblurring Based on Self-Enhancement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31003},
}

@inproceedings{cvpr2024_ldp_23883,
  title = {{LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30680},
}

@inproceedings{aaai2024_unsupervised_7723,
  title = {{Unsupervised Pan-Sharpening via Mutually Guided Detail Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28125},
}

@inproceedings{cvpr2024_real_24591,
  title = {{Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30784},
}

@inproceedings{aaai2025_multi_10009,
  title = {{Multi-Focus Image Fusion via Explicit Defocus Blur Modelling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32714},
}

@inproceedings{cvpr2025_diffusion_25946,
  title = {{Diffusion-based Event Generation for High-Quality Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33386},
}

@inproceedings{aaai2024_prior_6988,
  title = {{Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28320},
}

@inproceedings{aaai2025_residual_10526,
  title = {{Residual Diffusion Deblurring Model for Single Image Defocus Deblurring}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32303},
}

@inproceedings{cvpr2024_a_22652,
  title = {{A Physics-informed Low-rank Deep Neural Network for Blind and Universal Lens Aberration Correction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31560},
}

@inproceedings{cvpr2025_gyro_26462,
  title = {{Gyro-based Neural Single Image Deblurring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32846},
}

@inproceedings{cvpr2025_a_25364,
  title = {{A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33373},
}

@inproceedings{aaai2024_robust_7168,
  title = {{Robust Blind Text Image Deblurring via Maximum Consensus Framework}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28220},
}

@inproceedings{neurips2024_cross_71056,
  title = {{Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96154},
}

@inproceedings{neurips2025_blurdm_74770,
  title = {{BlurDM: A Blur Diffusion Model for Image Deblurring}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=13xP0J2d6E},
}

@inproceedings{neurips2024_quality_73740,
  title = {{Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93761},
}