wwhappylife

DCINN

A-general-image-fusion-framework-using-multi-task-semi-supervised-learning

Code for "A general image fusion framework using multi-task semi-supervised learning"

BracketIRE

[arXiv 2024] Bracketing is All You Need: Unifying Image Restoration and Enhancement Tasks with Multi-Exposure Images

DAEM

Toward Stable, Interpretable, and Lightweight Hyperspectral Super-resolution (based on EM-algorithm and Dagradation Adaption)

DeepRFT

The code for 'Deep Residual Fourier Transformation for Single Image Deblurring'

HorNet

[NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions

MoFME-Pytorch

[AAAI 2024] Official code for Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation

PromptIR

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

pytorch-mutual-information

Mutual Information in Pytorch

Unmixing-Paper-with-Code

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

BSRDM

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel (CVPR, 2022) (Pytorch)

DAMEX

Code for "DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets", accepted at Neurips 2023 (Main conference).

DCLS-SR

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

deq-flow

[CVPR 2022] Deep Equilibrium Optical Flow Estimation

EI

Equivariant Imaging (EI), ICCV'2021 Oral

FixMatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

IDR

Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

LLFlow

The code release of paper "AAAI Low-Light Image Enhancement with Normalizing Flow", AAAI 2022

MMIF-CDDFuse

[CVPR 2023] Official implementation for "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion."

momentumnet

Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities

ODConv

The code of Omni-Dimensional Dynamic Convolution (ODConv, Spotlight in ICLR2022) will be coming soon.

pytorch-boat

This is an unofficial implementation of BOAT: Bilateral Local Attention Vision Transformer

R-Drop

Restormer

[CVPR 2022] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

TC-MoA

Task-Customized Mixture of Adapters for General Image Fusion (CVPR 2024)

tlsc

U2PL

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

UDKE

Official implementation of Unfolded Deep Kernel Estimation for Blind Image Super-resolution.

Z-PNN

Pansharpening by convolutional neural networks in the full resolution framework