https://arxiv.org/abs/1906.09525
- MNIST
- Basic CNN: mnist_basic.h5
- L2 Adversarial Training (l2-Adv): mnist_at.h5
- Soft Nearest Neighbor Loss (SNNL): mnist_snnl.h5
- Hidden Mixup: mnist_hidden_mixup.h5
- Input Mixup: mnist_input_mixup.h5
- VAE: mnist_vae.h5
- Autoencoder (AE): mnist_ae.h5
- L2 Adversarially trained Autoencoder (l2-Adv-AE): mnist_basic.h5
- Rotation Prediction: mnist_basic.h5
- L2 Adversarially trained Rotation Prediction (l2-Adv-Rot): mnist_basic.h5
- CIFAR-10
- Basic ResNet20 (ResNet): cifar10_basic_rn.h5
- L2 Adversarially Trained ResNet20 (l2-Adv ResNet): cifar10_at_rn.h5
Chawin Sitawarin ([email protected])
David Wagner ([email protected])