SwinIR: Image Restoration Using Swin Transformer (official repository)

[ECCV 2024 - Oral] HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution

PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)

PyTorch implementation of Frequency-based Enhancement Network for Efficient Super-Resolution. (IEEE Access2022)

This repository is an official PyTorch implementation of our paper “Lightweight Image Super-Resolution with Multi-Scale Feature Interaction Network” .(ICME 2021)

Official PyTorch code for the paper "Towards Faster and Efficient Lightweight Image Super Resolution using Swin Transformers and Fourier Convolutions".