% Key papers for Real-world video super-resolution (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2017_real_12569, title = {{Real-Time Video Super-Resolution With Spatio-Temporal Networks and Motion Compensation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2022_basicvsr_18349, title = {{BasicVSR++: Improving Video Super-Resolution With Enhanced Propagation and Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2019_recurrent_14712, title = {{Recurrent Back-Projection Network for Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_video_16449, title = {{Video Super-Resolution With Temporal Group Attention}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2021_understanding_1584, title = {{Understanding Deformable Alignment in Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/00973-understanding-deformable-alignment-in-video-super-resolution/}, } @inproceedings{aaai2017_privacy_103954, title = {{Privacy-Preserving Human Activity Recognition from Extreme Low Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11233}, } @inproceedings{cvpr2020_space_16266, title = {{Space-Time-Aware Multi-Resolution Video Enhancement}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_investigating_19103, title = {{Investigating Tradeoffs in Real-World Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2019_residual_101835, title = {{Residual Invertible Spatio-Temporal Network for Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4550}, } @inproceedings{neurips2022_recurrent_64443, title = {{Recurrent Video Restoration Transformer with Guided Deformable Attention}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55370}, } @inproceedings{cvpr2022_look_19276, title = {{Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_learning_21394, title = {{Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22571}, } @inproceedings{aaai2017_building_103949, title = {{Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11228}, } @inproceedings{cvpr2022_memory_19330, title = {{Memory-Augmented Non-Local Attention for Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_reference_19693, title = {{Reference-Based Video Super-Resolution Using Multi-Camera Video Triplets}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2024_video_25222, title = {{Video Super-Resolution Transformer with Masked Inter\&Intra-Frame Attention}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30398}, } @inproceedings{cvpr2024_enhancing_23374, title = {{Enhancing Video Super-Resolution via Implicit Resampling-based Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30027}, } @inproceedings{neurips2022_rethinking_64763, title = {{Rethinking Alignment in Video Super-Resolution Transformers}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55197}, } @inproceedings{cvpr2022_revisiting_19742, title = {{Revisiting Temporal Alignment for Video Restoration}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_towards_22381, title = {{Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21210}, } @inproceedings{cvpr2024_learning_23967, title = {{Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29824}, } @inproceedings{cvpr2025_event_26168, title = {{Event-based Video Super-Resolution via State Space Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32386}, } @inproceedings{cvpr2024_fma_23433, title = {{FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31426}, } @inproceedings{cvpr2025_videogigagan_28099, title = {{VideoGigaGAN: Towards Detail-rich Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34973}, } @inproceedings{neurips2024_learning_73008, title = {{Learning Truncated Causal History Model for Video Restoration}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94413}, } @inproceedings{aaai2024_semantic_7302, title = {{Semantic Lens: Instance-Centric Semantic Alignment for Video Super-resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28321}, } @inproceedings{cvpr2024_neural_24287, title = {{Neural Super-Resolution for Real-time Rendering with Radiance Demodulation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31737}, } @inproceedings{cvpr2025_efficient_26103, title = {{Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33792}, } @inproceedings{aaai2025_event_9026, title = {{Event-Enhanced Blurry Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32438}, } @inproceedings{aaai2024_negvsr_6754, title = {{NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28942}, } @inproceedings{aaai2024_arbitrary_5206, title = {{Arbitrary-Scale Video Super-resolution Guided by Dynamic Context}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28003}, } @inproceedings{cvpr2025_self_27629, title = {{Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33433}, } @inproceedings{aaai2026_ultralight_104910, title = {{Ultralight Polarity-Split Neuromorphic SNN for Event-Stream Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38099}, } @inproceedings{cvpr2025_bias_25585, title = {{Bias for Action: Video Implicit Neural Representations with Bias Modulation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33452}, } @inproceedings{aaai2026_exploiting_104892, title = {{Exploiting Blurry Representations for Event-guided Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38081}, } @inproceedings{aaai2026_hatir_105665, title = {{HATIR: Heat-Aware Diffusion for Turbulent Infrared Video Super-Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38421}, } @inproceedings{aaai2026_raptor_100465, title = {{RAPTOR: Real-Time High-Resolution UAV Video Prediction with Efficient Video Attention}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37312}, } @inproceedings{aaai2026_seeing_101177, title = {{Seeing the Unseen: Zooming in the Dark with Event Cameras}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37478}, }