Image Deblurring using Generative Adversarial Networks

AI for GNU Image Manipulation Program

VRT: A Video Restoration Transformer (official repository)

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

Repository for Scale-recurrent Network for Deep Image Deblurring

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

[CVPR 2024 Oral] Official repository of FMA-Net

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low light deblurring. NTIRE 2025 Best Method. [Official PyTorch Implementation]

[ECCV 2024] "BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting". ⚡Train a scene from real-world blurry images in minutes!

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.

Document Image Enhancement with GANs - TPAMI journal