Diffusion-Scheduled Denoising Autoencoders for Anomaly Detection in Tabular Data

Timur Sattarov, Marco Schreyer, Damian Borth

Anomaly detection in tabular data remains challenging due to complex feature interactions and the scarcity of anomalous examples. Denoising autoencoders rely on fixed-magnitude noi…