Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

Learning A Spiking Neural Network for Efficient Image Deraining (IJCAI 2024)

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

Unpaired Deep Image Deraining Using Dual Contrastive Learning (CVPR 2022)

Implementation of CVPR2022 "Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition"

[arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in PyTorch

Official repository of "Diffusion-based Image Translation using Disentangled Style and Content Representation" ( ICLR 2023 )

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)

[TPAMI] Image Restoration via Frequency Selection

Prompt-based Ingredient-Oriented All-in-One Image Restoration

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!

This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"

[arXiv] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation".

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

with ckpt by origin

Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

PyTorch code for our paper "Image Super-Resolution with Text Prompt Diffusion"

[CVPR 2024] SinSR: Diffusion-Based Image Super-Resolution in a Single Step

[NeurIPS 2024] Official implementation of "Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models"

Training and Testing codes for our paper "Real-world Image Super-resolution via Domain-distance Aware Training"

[ICCV 2023] Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption

The repository is an official implementation of our CVPRW2021 paper : Learning A Cascaded Non-Local Residual Network for Super-resolving Blurry Images

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