MLQA

About

Source code of the paper [Meta-Learning Requires Query Set Augmentation]. This code is built upon the pytorch implementation of few-shot learning few-shot and the implementation of MAML++, MR-MAML, MetaMix.

Data

The related datasets is available in Google Drive and (https://drive.google.com/drive/folders/1MG881Zjh1vaWd3dizhYH_l5APXEiKZrx?usp=sharing)

Usage

Dependence

• python 3.*
• Pytorch 1.17+

ISIC and DermNet

Please see the bash file in /Medical_Image for hyperparameter settings

Miniimagenet and Miniimagenet-S

Please see the bash file in /Miniimagenet for hyperparameter settings

Omniglot

Please see the bash file in /Omniglot for hyperparameter settings

TabularMurris

Please see the bash file in /TabularMurris for hyperparameter settings