├── .gitignore ├── .ipynb_checkpoints └── CreateAdversarialInstances-checkpoint.ipynb ├── 1_create_adversarials.py ├── 2_vae_training.py ├── 3_bootstrapped_ensemble.py ├── CreateAdversarialInstances.ipynb ├── README.md ├── figures ├── nn_mnist_adversarial_instances_tsne.png ├── nn_mnist_all_instances_tsne.png ├── nn_mnist_normal_instances_tsne.png ├── sample_adversarials.png ├── vae_adversarial_instances_tsne.png ├── vae_all instances_tsne.png └── vae_normal instances_tsne.png ├── nets ├── __init__.py ├── __init__.pyc ├── mnist_net.py ├── mnist_net.pyc ├── vae.py └── vae.pyc ├── utils.py └── utils.pyc /.gitignore: -------------------------------------------------------------------------------- 1 | *.npy 2 | *.pkl 3 | -------------------------------------------------------------------------------- /.ipynb_checkpoints/CreateAdversarialInstances-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/.ipynb_checkpoints/CreateAdversarialInstances-checkpoint.ipynb -------------------------------------------------------------------------------- /1_create_adversarials.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/1_create_adversarials.py -------------------------------------------------------------------------------- /2_vae_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/2_vae_training.py -------------------------------------------------------------------------------- /3_bootstrapped_ensemble.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/3_bootstrapped_ensemble.py -------------------------------------------------------------------------------- /CreateAdversarialInstances.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/CreateAdversarialInstances.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/README.md -------------------------------------------------------------------------------- /figures/nn_mnist_adversarial_instances_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/nn_mnist_adversarial_instances_tsne.png -------------------------------------------------------------------------------- /figures/nn_mnist_all_instances_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/nn_mnist_all_instances_tsne.png -------------------------------------------------------------------------------- /figures/nn_mnist_normal_instances_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/nn_mnist_normal_instances_tsne.png -------------------------------------------------------------------------------- /figures/sample_adversarials.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/sample_adversarials.png -------------------------------------------------------------------------------- /figures/vae_adversarial_instances_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/vae_adversarial_instances_tsne.png -------------------------------------------------------------------------------- /figures/vae_all instances_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/vae_all instances_tsne.png -------------------------------------------------------------------------------- /figures/vae_normal instances_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erogol/StudyAdversarials/HEAD/figures/vae_normal instances_tsne.png -------------------------------------------------------------------------------- /nets/__init__.py: -------------------------------------------------------------------------------- 1 | # 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