RzzzLiu

ContrastiveSeg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

TrmGLU-Net

TrmNLU-Net: Transformer-augmented Non-local U-Net for Hyperspectral Image Classification with Limited Training Samples

HSI-Classification

CNN-HSI

AMS-M2ESL

[TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification'

DCN-T

[TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".

2021ZODIAC

2021珠海数据开放创新应用大赛(卫星遥感数据分析)

BetterChatGPT

An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)

unsupervised-HSI-seg

SASSnet

Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

Res-CP

Semi-Supervised Hyperspectral Image Classification

MC-Net

Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)

JBHI-VSRC

MCF

BCP

Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)

Duo-SegNet

[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"

SS-MTr

Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.

MPSCL

This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation", published at IEEE JBHI 2022

positional_cl

code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation

semi_cotrast_seg

MONAI

AI Toolkit for Healthcare Imaging

CLCC-semi

ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.

MASS

MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images

RCPS

official implementation of rectified contrastive pseudo supervision

FewShotCellSegmentation

Code of "Few-shot microscopy image cell segmentation " https://link.springer.com/chapter/10.1007/978-3-030-67670-4_9

scribble2label

Official PyTorch implementation of Scribble2Label (MICCAI 2020)

EdgeSSFewShotMicroscopy

Repository for "Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation"

MMT-PSM

[MICCAI2020] Code for paper : Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.