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 |
|---|---|---|---|---|
| Detail-Preserving Transformer for Light Field Image Super-Resolution | DPT | AAAI2022 | code | Light Field, Detail-Preserving Transformer |
| What Hinders Perceptual Quality of PSNR-oriented Methods? | DECLoss | arxiv | - | Detail Enhanced Contrastive Loss |
| SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution | SCSNet | arxiv | - | Image Colorization and Super-Resolution |
| Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution | AMSA | arxiv | - | RefSR |
| Efficient Non-Local Contrastive Attention for Image Super-Resolution | ENLCA | arxiv | - | SISR |
| Revisiting L1 Loss in Super-Resolution: A Probabilistic View and Beyond | - | arxiv | - | SISR, posterior Gaussian distribution, replace L1 loss |
| Scale-arbitrary Invertible Image Downscaling | AIDN | arxiv | - | Image Rescaling, Conditional Resampling Module |
| VRT: A Video Restoration Transformer | VRT | arxiv | code | VideoSR, Video Restoration Transformer, temporal mutual self attention and parallel warping |
| Fast Online Video Super-Resolution with Deformable Attention Pyramid | DAP | arxiv | - | VideoSR, fast, deformable attention pyramid |