Self-Supervised Training with Autoencoders for Visual Anomaly Detection

Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller

We focus on a specific use case in anomaly detection where the distribution of normal samples is supported by a lower-dimensional manifold. Here, regularized autoencoders provide a…