Author

Margret Keuper

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Preprint Aug 2026

Unsupervised Anomaly Detection Using Flow Matching on Tabular Data

The original single-step Decision score used by TCCM is sensitive to contamination, whereas trajectory-based Deviation and Reconstruction scores provide more stable anomaly signals, and Forest-Flow becomes competitive with, and in some cases outperforms, TCCM.

Philip Konz, Tejaswini Medi, Margret Keuper · 0 citations