README.md

curriclum_learning_using_clustering

reproduce CIFAR-10 accuracy using UPANet

python -m UPANets.main
python -m  UPANets.main  --use_clustering_curriculum

reproduce Tiny ImageNet using Densenet

download Tiny ImageNet dataset

python main.py path/to/tiny/ImageNet -a Densenet121 --exp_name baseline
python main.py path/to/tiny/ImageNet --use_clustering_curriculum -a Densenet121 --exp_name clustering

reproduce MRI skull stripping using UNET-2D

The code to reproduce this expirement is in https://github.com/yishayahu/domain_shift_anatomy.git.