fengweie

SE_ASA

AAAI 2023 paper "Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraint and Adaptive Semantic Alignment"

UDA_CLR

Code for our miccai 2022 paper “Unsupervised Domain Adaptive Fundus Image Segmentation with Category-Level Regularization”.

fengweie.github.io

transformer_ep

Code for paper:"Development and validation of a deep learning model for treatment response prediction in newly diagnosed epilepsy."

1st-in-MICCAI-GAMMA-2021-challenge

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-knowledge-distillation

Incredible transferring knowledge techniques with Knowledge distillation

Awesome-Knowledge-Distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

BAPA-Net

Code for BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-domain Semantic Segmentation

bert

dauda

DL_CNV

DSI-Net

DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation with Endoscope Images, under review at IEEE TMI

dsmil-wsi

DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image

Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation

Code for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)

hangwenlong.github.io

LG-ER-MT

MICCAI 2020 paper "Local and Global Structure-Aware Entropy Regularized Mean Teacher Model for 3D Left Atrium Segmentation."

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

OCTA-Net-OCTA-Vessel-Segmentation-Network

OKD-Reading-List

Papers for Open Knowledge Discovery

ProCA

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

query2labels

Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".

Seg-Uncertainty

IJCAI2020 & IJCV 2020 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

SETR

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

tcga_segmentation

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

TransNorm

Code release for "Transferable Normalization: Towards Improving Transferability of Deep Neural Networks" (NeurIPS 2019)

voxelmorph

Unsupervised Learning for Image Registration

WDMT-Net

This is an official implementation of 'A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images'