Collect some super-resolution related papers, data and repositories.
Note this table is referenced from here
More years papers, plase check Quick navigation
| Title | Model | Published | Code | Keywords |
|---|---|---|---|---|
| CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution | CLIP-SR | arxiv | ||
| Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution | DPI | AAAI25 | code | |
| STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution | STAR | arxiv | code | |
| StructSR: Refuse Spurious Details in Real-World Image Super-Resolution | StructSR | AAAI25 | code | |
| Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution | GSASR | arxiv | code | |
| DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations | DiffVSR | arxiv | code | |
| BF-STVSR: B-Splines and Fourier-Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution | BF-STVSR | arxiv | ||
| Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution | ASID | AAAI25 | code | |
| Visual Autoregressive Modeling for Image Super-Resolution | VARSR | arxiv | code | |
| BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution | BiMaCoSR | arxiv | code | |
| One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation | FluxSR | arxiv | code | |
| Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors | FAOR | AAAI25 | code | |
| Spatial Degradation-Aware and Temporal Consistent Diffusion Model for Compressed Video Super-Resolution | SDATC | arxiv | ||
| CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution | CondiQuant | arxiv | code | |
| DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution | DifIISR | CVPR25 | code | |
| AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning | AutoLUT | CVPR25 | code | |
| QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution | QArtSR | arxiv | code | |
| Emulating Self-attention with Convolution for Efficient Image Super-Resolution | ESC | arxiv | code | |
| CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution | CATANet | CVPR25 | code | |
| AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution | AdaptSR | arxiv | ||
| MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution | MegaSR | arxiv | code | |
| Dual-domain Modulation Network for Lightweight Image Super-Resolution | DMNet | arxiv | ||
| Dynamic Attention-Guided Diffusion for Image Super-Resolution | MegaSR | WACV 2025 |