U-flow: A u-shaped normalizing flow for anomaly detection with unsupervised threshold

M Tailanian, Á Pardo, P Musé - Journal of Mathematical Imaging and …, 2024 - Springer
In this work, we propose a one-class self-supervised method for anomaly segmentation in
images that benefits from both a modern machine learning approach and a more classic …

[PDF][PDF] Supplementary material for U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold

M Tailanian, A Pardo, P Musé - assets-eu.researchsquare.com
To complement the results included in the main submission, in this section, we propose to
analyze visually the embeddings produced by the NF, by mapping them to a three …