UMA: Unsupervised Meta Adaptation

This repository is the official implementation of Meta-Learning for Efficient Unsupervised Domain Adaptation published in Neurocomputing (2024) https://www.sciencedirect.com/science/article/pii/S0925231224000353.

Available datasets

Rotated MNIST.

FEMNIST.

CIFAR10C.

Daily&Sports activities.

WISDM.

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
CIFAR10C		CIFAR10C
DailySports		DailySports
FEMNIST		FEMNIST
RotatedMNIST		RotatedMNIST
WISDM		WISDM
README.md		README.md
main.ipynb		main.ipynb
mainDGER.py		mainDGER.py
mainMDAN.py		mainMDAN.py
mainMLDG.py		mainMLDG.py
mmd.py		mmd.py
plot_perf.py		plot_perf.py
stateless.py		stateless.py
trainingARM.py		trainingARM.py
trainingDGER.py		trainingDGER.py
trainingMDAN.py		trainingMDAN.py
trainingMLDG.py		trainingMLDG.py
trainingUMA.py		trainingUMA.py
utils.py		utils.py
worse_acc_evaluation.py		worse_acc_evaluation.py