robust-optimization-with-stylized-pairing

Description

This repository implements Robust optimization with stylized pairing based on PyTorch API. The code was only validated on windows platform.

python stylized_pairing_train.py cifar --model resnet34

python stylized_pairing_test.py cifar --model resnet34 --type adamin

python plot_acc2perturbaton.py --dataset cifar --model resnet34

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
input		input
models		models
output		output
README.md		README.md
TinyImagenet.py		TinyImagenet.py
accuracy.py		accuracy.py
adv_generate.py		adv_generate.py
adv_train.py		adv_train.py
convert2style.py		convert2style.py
data_dict.py		data_dict.py
function.py		function.py
loaddata.py		loaddata.py
net.py		net.py
normal_train.py		normal_train.py
plot_acc2perturbation.py		plot_acc2perturbation.py
plot_attack.py		plot_attack.py
plot_lime.py		plot_lime.py
plot_stylized.py		plot_stylized.py
requirements.txt		requirements.txt
sampler.py		sampler.py
stylize_pairing_test.py		stylize_pairing_test.py
stylized_pairing_train.py		stylized_pairing_train.py
stylized_pairing_train_normal.py		stylized_pairing_train_normal.py
stylized_test.py		stylized_test.py
tem.py		tem.py
test_video.py		test_video.py
torch_to_pytorch.py		torch_to_pytorch.py
train.py		train.py
train_deal.py		train_deal.py
train_model.py		train_model.py
utils.py		utils.py
valpre.py		valpre.py
valpre_tiny.py		valpre_tiny.py