% Key papers for Perceptual and real-world SR (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2016_seven_11854, title = {{Seven Ways to Improve Example-Based Single Image Super Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2018_super_13624, title = {{Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Bulat_Super-FAN_Integrated_Facial_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_zoom_15042, title = {{Zoom to Learn, Learn to Zoom}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_residual_14733, title = {{Residual Networks for Light Field Image Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2022_local_19264, title = {{Local Texture Estimator for Implicit Representation Function}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{icml2018_image_36742, title = {{Image Transformer}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2018}, url = {https://icml.cc/virtual/2018/poster/2430}, } @inproceedings{cvpr2017_simultaneous_12640, title = {{Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{aaai2020_learning_103664, title = {{Learning Light Field Angular Super-Resolution via a Geometry-Aware Network}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6771}, } @inproceedings{aaai2022_efficient_2024, title = {{Efficient Non-local Contrastive Attention for Image Super-resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02759-efficient-non-local-contrastive-attention-for-image-super-resolution/}, } @inproceedings{cvpr2021_end_16948, title = {{End-to-End Learning for Joint Image Demosaicing, Denoising and Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_gcfsr_18894, title = {{GCFSR: A Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_cascaded_20569, title = {{Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23002}, } @inproceedings{neurips2022_shufflemixer_65283, title = {{ShuffleMixer: An Efficient ConvNet for Image Super-Resolution}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53385}, } @inproceedings{cvpr2020_learning_15830, title = {{Learning to Super Resolve Intensity Images From Events}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_cutmib_20677, title = {{CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23212}, } @inproceedings{cvpr2024_coser_22984, title = {{CoSeR: Bridging Image and Language for Cognitive Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30354}, } @inproceedings{cvpr2021_learning_17297, title = {{Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2020_high_103740, title = {{High-Order Residual Network for Light Field Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6847}, } @inproceedings{cvpr2018_fight_13116, title = {{Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Haefner_Fight_Ill-Posedness_With_CVPR_2018_paper.html}, } @inproceedings{aaai2023_gan_3744, title = {{GAN Prior Based Null-Space Learning for Consistent Super-resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25372}, } @inproceedings{cvpr2024_cycleinr_23074, title = {{CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29763}, } @inproceedings{aaai2024_low_6553, title = {{Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28339}, } @inproceedings{cvpr2024_boosting_22863, title = {{Boosting Flow-based Generative Super-Resolution Models via Learned Prior}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30236}, } @inproceedings{cvpr2024_text_24992, title = {{Text-guided Explorable Image Super-resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30095}, } @inproceedings{cvpr2024_continuous_23035, title = {{Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31625}, } @inproceedings{cvpr2025_the_27863, title = {{The Power of Context: How Multimodality Improves Image Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32617}, } @inproceedings{cvpr2024_generative_23613, title = {{Generative Powers of Ten}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29791}, } @inproceedings{cvpr2024_learning_23962, title = {{Learning Large-Factor EM Image Super-Resolution with Generative Priors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31087}, } @inproceedings{cvpr2025_auto_25534, title = {{Auto-Encoded Supervision for Perceptual Image Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32435}, } @inproceedings{cvpr2025_deterministic_25914, title = {{Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34209}, } @inproceedings{cvpr2025_tsp_27815, title = {{TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32513}, } @inproceedings{neurips2025_4kagent_76349, title = {{4KAgent: Agentic Any Image to 4K Super-Resolution}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=IKxKs3rF9V}, } @inproceedings{cvpr2025_adaptive_25440, title = {{Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33608}, } @inproceedings{aaai2024_gsdd_6095, title = {{GSDD: Generative Space Dataset Distillation for Image Super-resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28534}, } @inproceedings{cvpr2025_autolut_25535, title = {{AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34158}, } @inproceedings{cvpr2025_add_25389, title = {{ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34723}, } @inproceedings{neurips2024_rethinking_73265, title = {{Rethinking Imbalance in Image Super-Resolution for Efficient Inference}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94175}, } @inproceedings{neurips2025_chain_76316, title = {{Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=I8S4ASqO5H}, } @inproceedings{aaai2024_lamar_6413, title = {{LaMAR: Laplacian Pyramid for Multimodal Adaptive Super Resolution (Student Abstract)}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30463}, }