On Uniformly Scaling Flows: A Density-Aligned Approach to Deep One-Class Classification

Faried Abu Zaid, Tim Katzke, Emmanuel Müller +1

Unsupervised anomaly detection is often framed around two widely studied paradigms. Deep one-class classification, exemplified by Deep SVDD, learns compact latent representations o…