Robust Semi-Supervised Classification using GANs with Self-Organizing Maps

Ronald Fick, Paul Gader, Alina Zare

Generative adversarial networks (GANs) have shown tremendous promise in learning to generate data and effective at aiding semi-supervised classification. However, to this point, se…