Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection

Marija Ivanovska, Vitomir Štruc

We propose a novel reconstruction-based model for anomaly detection, called Y-GAN. The model consists of a Y-shaped auto-encoder and represents images in two separate latent spaces…