% Key papers for Self-supervised image denoising (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2019_noise2void_14575,
  title = {{Noise2Void - Learning Denoising From Single Noisy Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_toward_14922,
  title = {{Toward Convolutional Blind Denoising of Real Photographs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_unprocessing_14966,
  title = {{Unprocessing Images for Learned Raw Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_neighbor2neighbor_17476,
  title = {{Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2020_self2self_16216,
  title = {{Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2018_burst_12879,
  title = {{Burst Denoising With Kernel Prediction Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Mildenhall_Burst_Denoising_With_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_cycleisp_15318,
  title = {{CycleISP: Real Image Restoration via Improved Data Synthesis}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2017_non_12493,
  title = {{Non-Local Color Image Denoising With Convolutional Neural Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_universal_13679,
  title = {{Universal Denoising Networks : A Novel CNN Architecture for Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Lefkimmiatis_Universal_Denoising_Networks_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_noisier2noise_15954,
  title = {{Noisier2Noise: Learning to Denoise From Unpaired Noisy Data}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_nbnet_17466,
  title = {{NBNet: Noise Basis Learning for Image Denoising With Subspace Projection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_recorrupted_17716,
  title = {{Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_adaptive_16570,
  title = {{Adaptive Consistency Prior Based Deep Network for Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2017_learning_12407,
  title = {{Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2021_invertible_17205,
  title = {{Invertible Denoising Network: A Light Solution for Real Noise Removal}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_zero_22595,
  title = {{Zero-Shot Noise2Noise: Efficient Image Denoising Without Any Data}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21064},
}

@inproceedings{cvpr2023_masked_21536,
  title = {{Masked Image Training for Generalizable Deep Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23248},
}

@inproceedings{cvpr2022_idr_19035,
  title = {{IDR: Self-Supervised Image Denoising via Iterative Data Refinement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2016_deep_11468,
  title = {{Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2020_basis_15186,
  title = {{Basis Prediction Networks for Effective Burst Denoising With Large Kernels}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2024_robust_24669,
  title = {{Robust Image Denoising through Adversarial Frequency Mixup}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30444},
}

@inproceedings{cvpr2024_lan_23879,
  title = {{LAN: Learning to Adapt Noise for Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31208},
}

@inproceedings{cvpr2025_positive2negative_27283,
  title = {{Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34816},
}

@inproceedings{cvpr2025_all_25473,
  title = {{All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35040},
}

@inproceedings{aaai2025_apr_7983,
  title = {{APR-RD: Complemental Two Steps for Self-Supervised Real Image Denoising}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32447},
}

@inproceedings{neurips2024_masked_73875,
  title = {{Masked Pre-training Enables Universal Zero-shot Denoiser}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93634},
}

@inproceedings{neurips2025_zero_75948,
  title = {{Zero-shot Denoising via Neural Compression: Theoretical and algorithmic framework}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=DwZD97uHgm},
}

@inproceedings{aaai2025_zero_11321,
  title = {{Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32575},
}

@inproceedings{icml2026_trainable_52794,
  title = {{Trainable Nonexpansive Denoisers for Contractive Image Reconstruction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=Z6j8S5LWmL},
}

@inproceedings{cvpr2026_next_96873,
  title = {{Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Shan_Next-Scale_Prediction_A_Self-Supervised_Approach_for_Real-World_Image_Denoising_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_tm_98039,
  title = {{TM-BSN: Triangular-Masked Blind-Spot Network for Real-World Self-Supervised Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Park_TM-BSN_Triangular-Masked_Blind-Spot_Network_for_Real-World_Self-Supervised_Image_Denoising_CVPR_2026_paper.html},
}

@inproceedings{iclr2025_random_84138,
  title = {{Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27690},
}

@inproceedings{iclr2026_divergence_87303,
  title = {{Divergence-Free Neural Networks with Application to Image Denoising}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=a5lL1ygtkG},
}

@inproceedings{cvpr2026_zero_95939,
  title = {{Zero-Shot Image Denoising via Hybrid Prior-Guided Pseudo Sample Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zhao_Zero-Shot_Image_Denoising_via_Hybrid_Prior-Guided_Pseudo_Sample_Generation_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_lf_98524,
  title = {{LF-BVN: Blind-View Network for Self-Supervised Light Field Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Guo_LF-BVN_Blind-View_Network_for_Self-Supervised_Light_Field_Denoising_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_convexity_99011,
  title = {{Convexity-Aware Noise Calibration: A Self-Supervised Framework for Noise-Level-Unknown Image Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Wang_Convexity-Aware_Noise_Calibration_A_Self-Supervised_Framework_for_Noise-Level-Unknown_Image_Denoising_CVPR_2026_paper.html},
}