tian-003

CycleMix

[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision

WSL4MIS

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

afa

[CVPR 2022] Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers

Awesome-Semi-Supervised-Semantic-Segmentation

A summary of recent semi-supervised semantic segmentation methods

awesome-vscode

🎨 A curated list of delightful VS Code packages and resources.

Confident_Learning_for_Noisy-labeled_Medical_Image_Segmentation

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

ICCV2021-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

PS-MT

[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

SASFormer

transformer for sparsely annotated sementic segmentation

ICL_

The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"

L2G

The PyTorch Code for our CVPR 2022 paper "L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation"

MedSegDiff

Official implementation of paper "MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model"

MTCL

[MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning

pseudo_label_contrastive_training

Code for Pseudo label based contrastive learning joint training approach

RepresentationLearning

Representation Learning and Representation Fusion for computer vision, semantic scene understanding, and robotics.

SCC

[CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model

SegFormer

Official PyTorch implementation of SegFormer

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

semisup-semseg

SSL4MIS

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

TreeEnergyLoss

[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation

tutorials

MONAI Tutorials

U2PL

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

UGPCL

[IJCAI' 22] Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation.

UGS-Net

MICCAI 2022 Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention

UniMatch

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

WZU-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）

XrayGLM

🩺 首个会看胸部X光片的中文多模态医学大模型 | The first Chinese Medical Multimodal Model that Chest Radiographs Summarization.