jacobzhaoziyuan

AdaIN-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

Domain-generalization

All about domain generalization

Medical-SAM-Adapter

Adapting Segment Anything Model for Medical Image Segmentation

CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

Awesome-Domain-Generalization

Awesome things about domain generalization, including papers, code, etc.

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

JigenDG

Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

M-ADA

The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)

segment-anything-medical-evaluation

Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis

generalize-unseen-domains

Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018

ttt_cifar_release

TTT Code Release

Dual-Normalization

[CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

Causality-Medical-Image-Domain-Generalization

[IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)

Learning_to_diversify

ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

Single-DGOD

test-time-adaptable-neural-networks-for-domain-generalization

Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"

ISSA

Official implementation of "Intra-Source Style Augmentation for Improved Domain Generalization" (WACV 2023 & IJCV)

PDEN

TAPIR

Partially-supervised-multi-organ-segmentation

code for Marginal loss and exclusion loss for partially supervised multi-organ segmentation

UMGUD

The Pytorch implementation for "Uncertainty-guided Model Generalization to Unseen Domains" (CVPR 2021)

SSDG

Semi-Supervised Domain Generalization

Benchmark_Domain_Transfer

generalize-unseen-domains-PyTorch

PyTorch Implementation: Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018. Origin Tensorflow Implementation: https://github.com/ricvolpi/generalize-unseen-domains

SimpleDG

This is the training and test code for ECCV2022 workshop NICO challenge

TMI_SwitchableCycleGAN

M-ADA

The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)

TAAL

Test-time Augmentation for Active Learning

BigAug_torchio

An implementation of the BigAug augmentation pipeline compatible with the torchio package