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 |
|---|---|---|---|---|
| Noise-free Optimization in Early Training Steps for Image Super-Resolution | ECO | AAAI24 | code | SISR, train opt |
| Transforming Image Super-Resolution:A ConvFormer-based Efficient Approach | CFSR | arxiv | code | |
| Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention | MIA-VSR | arxiv | code | |
| Efficient Image Super-Resolution via Symmetric Visual Attention Network | SVAN | arxiv | ||
| You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation | YONOS-SR | arxiv | ||
| See More Details: Efficient Image Super-Resolution by Experts Mining | SeemoRe | arxiv | code | Efficient SR |
| SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution | SAM-DiffSR | arxiv | code | |
| CAMixerSR: Only Details Need More “Attention” | CAMixerSR | CVPR24 | code | |
| SeD: Semantic-Aware Discriminator for Image Super-Resolution | SeD | CVPR24 | code | |
| Text-guided Explorable Image Super-resolution | - | CVPR24 | ||
| Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning | LWay | CVPR24 | code | |
| APISR: Anime Production Inspired Real-World Anime Super-Resolution | APISR | arxiv | code | |
| XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution | XPSR | arxiv | code | |
| Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary | ATD | CVPR24 | code | |
| Boosting Flow-based Generative Super-Resolution Models via Learned Prior | FlowSR-LP | CVPR24 | code | |
| Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder | CVPR24 | |||
| CasSR: Activating Image Power for Real-World Image Super-Resolution | CasSR | arxiv | ||
| VmambaIR: Visual State Space Model for Image Restoration | VmambaIR | arxiv | code | |
| Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution | DDIR | arxiv | ||
| Activating Wider Areas in Image Super-Resolution | MMA | arxiv | ||
| Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution | SSR | arxiv |