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 |
|---|---|---|---|---|
| Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network | FIWHN | AAAI2022 | - | - |
| DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration | DIVA | arxiv | - | - |
| DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution | DLGSANet | arxiv | code | - |
| The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks | - | MDPI Sensors | code | - |
| Image Super-Resolution using Efficient Striped Window Transformer | ESWT | arxiv | code | SISR |
| A statistically constrained internal method for single image super-resolution | - | arxiv | - | |
| OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer | OSRT | arxiv | - | ODISR |
| Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild | SR3+ | arxiv | - | blind SR, DDPMs |
| Kernelized Back-Projection Networks for Blind Super Resolution | KCBPN/KBPN | arxiv | code | blind SR |
| Improving Scene Text Image Super-Resolution via Dual Prior Modulation Network | DPMN | arxiv | code | Scene text SR |
| CDPMSR: CONDITIONAL DIFFUSION PROBABILISTIC MODELS FOR SINGLE IMAGE SUPER-RESOLUTION | CDPMSR | arxiv | - | DDPMs |
| Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution | SAFMN | arxiv | code | SISR, lightweight |
| Efficient and Explicit Modelling of Image Hierarchies for Image Restoration | GRL | CVPR23 | code | SISR |
| Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model | DDNM | ICLR23 | code | DDNM |
| Unlimited-Size Diffusion Restoration | - | arxiv | code | DDNM |
| OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution | OPE | CVPR23 | - | Arbitrary-scale SR |
| Super-Resolution Neural Operator | SRNO | CVPR23 | code | continuous SR |
| Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling | SAIN | AAAI23 | - | Image Rescaling |
| QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms | QSRNet | arxiv | - | SISR, lightweight |