/keras_vat

Semi-supervised VAT in keras

Primary LanguagePython

Semi-supervised models using VAT

VAT = Virtual Adversarial Training

Paper: https://arxiv.org/abs/1704.03976

"Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning". Takeru Miyato, Shin-ichi Maeda, Masanori Koyama, Shin Ishii

See mnist.py for an example of how to use the models defined in model.py