% Key papers for Efficient lightweight super-resolution (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2023_activating_20341,
  title = {{Activating More Pixels in Image Super-Resolution Transformer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23282},
}

@inproceedings{cvpr2017_hyperspectral_12337,
  title = {{Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2019_learning_14411,
  title = {{Learning Parallax Attention for Stereo Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{iclr2017_amortised_28295,
  title = {{Amortised MAP Inference for Image Super-resolution}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2017},
  url = {https://openreview.net/forum?id=S1RP6GLle},
}

@inproceedings{cvpr2018_unsupervised_13690,
  title = {{Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Qu_Unsupervised_Sparse_Dirichlet-Net_CVPR_2018_paper.html},
}

@inproceedings{cvpr2019_camera_13922,
  title = {{Camera Lens Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_scene_17828,
  title = {{Scene Text Telescope: Text-Focused Scene Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2018_enhancing_13077,
  title = {{Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Jeon_Enhancing_the_Spatial_CVPR_2018_paper.html},
}

@inproceedings{cvpr2021_deep_16812,
  title = {{Deep Burst Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_discrete_18674,
  title = {{Discrete Cosine Transform Network for Guided Depth Map Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2022_detail_1968,
  title = {{Detail-Preserving Transformer for Light Field Image Super-resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/02522-detail-preserving-transformer-for-light-field-image-super-resolution/},
}

@inproceedings{cvpr2020_unsupervised_16413,
  title = {{Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2022_transformer_20093,
  title = {{Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_spatial_22243,
  title = {{Spatial-Frequency Mutual Learning for Face Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21753},
}

@inproceedings{aaai2020_pixel_103871,
  title = {{Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6978},
}

@inproceedings{cvpr2019_hyperspectral_14296,
  title = {{Hyperspectral Image Super-Resolution With Optimized RGB Guidance}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2024_camixersr_22898,
  title = {{CAMixerSR: Only Details Need More "Attention"}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31034},
}

@inproceedings{aaai2022_text_2818,
  title = {{Text Gestalt: Stroke-Aware Scene Text Image Super-resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/00285-text-gestalt-stroke-aware-scene-text-image-super-resolution/},
}

@inproceedings{cvpr2022_reflash_19694,
  title = {{Reflash Dropout in Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_cfat_22907,
  title = {{CFAT: Unleashing Triangular Windows for Image Super-resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29812},
}

@inproceedings{cvpr2025_catanet_25643,
  title = {{CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34310},
}

@inproceedings{cvpr2025_progressive_27311,
  title = {{Progressive Focused Transformer for Single Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32623},
}

@inproceedings{cvpr2024_training_25073,
  title = {{Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29831},
}

@inproceedings{cvpr2024_arbitrary_22780,
  title = {{Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30849},
}

@inproceedings{aaai2025_gaussiansr_9305,
  title = {{GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32369},
}

@inproceedings{iclr2024_recursive_35272,
  title = {{Recursive Generalization Transformer for Image Super-Resolution}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17801},
}

@inproceedings{aaai2024_s2cyclediff_7195,
  title = {{S2CycleDiff: Spatial-Spectral-Bilateral Cycle-Diffusion Framework for Hyperspectral Image Super-resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28262},
}

@inproceedings{cvpr2025_hiif_26469,
  title = {{HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33598},
}

@inproceedings{aaai2024_learning_6463,
  title = {{Learning Multi-Modal Cross-Scale Deformable Transformer Network for Unregistered Hyperspectral Image Super-resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27923},
}

@inproceedings{aaai2024_transformer_7642,
  title = {{Transformer-Based Selective Super-resolution for Efficient Image Refinement}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28560},
}

@inproceedings{aaai2024_omnidirectional_6819,
  title = {{Omnidirectional Image Super-resolution via Bi-projection Fusion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28354},
}

@inproceedings{cvpr2024_apisr_22687,
  title = {{APISR: Anime Production Inspired Real-World Anime Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30191},
}

@inproceedings{aaai2024_adaformer_5121,
  title = {{AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28194},
}

@inproceedings{cvpr2025_pidsr_27190,
  title = {{PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33199},
}

@inproceedings{aaai2024_spherical_7398,
  title = {{Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27846},
}

@inproceedings{cvpr2025_qmambabsr_27335,
  title = {{QMambaBSR: Burst Image Super-Resolution with Query State Space Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35052},
}

@inproceedings{aaai2025_eigensr_8927,
  title = {{EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32755},
}

@inproceedings{aaai2025_glyphsr_9349,
  title = {{GlyphSR: A Simple Glyph-Aware Framework for Scene Text Image Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32893},
}