CyberFreshMan

Deblurring-via-Stochastic-Refinement

This is unofficial reproduction code of Deblurring-via-Stochastic-Refinement

DiffRCR

This is the implementation of paper: Omni-frequency Diffusion-based Regional Feature Consistency Recovery for Blind Image Super-Resolution

S2CycleDiff

S$2$CycleDiff: Spatial-Spectral-Bilateral Cycle-Diffusion Frameworkfor Hyperspectral Image Super-Resolution(AAAI 2024)

SinSR

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

DIBD

PyTorch implementation of paper "Blind Hyperspectral Image Denoising with Degradation Information Learning" in RemoteSensing2023.

SQAD

Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising.

Faster-Diffusion

Official implementation of "Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models"

RefDiff

3DT-Net

SCNet

[MIR 24] Fully 1x1 Convolutional Network for Lightweight Image Super-Resolution

S2OTAN

SDP

SDP

CD-UNet

Crossed Dual-branch U-Net for Hyperspectral Image Super-Resolution, JSTARS, 2023

LWTDM

image-restoration-sde

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

EDiffSR

[IEEE TGRS 2024] EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

SR3

Super Resolution with Diffusion Probabilistic Model

InverseSR

[Early Accepted at MICCAI 2023] Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model"

AS3-ITransUNet

This is a deep learning model

progressiveAE

Progressive Training of a Variational Autoecncoder

PromptSR

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

HI-Diff

PyTorch code for our NeurIPS 2023 paper "Hierarchical Integration Diffusion Model for Realistic Image Deblurring"

Dif-PAN

Diff-PAN: Denoising Diffusion Model for Pansharpening offical repository

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

simple-diffusion

An implementation of simple diffusion in PyTorch (and JAX)

generative-models

Generative Models by Stability AI

PASD

[ECCV2024] Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization

DRSformer

Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)

wavegrad

A fast, high-quality neural vocoder.

DDPMFus

Shuaikai Shi, Lijun Zhang, Jie Chen, "Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model", arXiv:2307.03423