Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly Detection

Anomaly Detection (AD) is an important research topic, with very diverse applications such as industrial defect detection, medical diagnosis, fraud detection, intrusion detection, etc. Within the last few years, deep learning-based methods have become the standard approach for AD. In many practical...

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Bibliographic Details

Published in:	International Conference on Pattern Recognition pp. 435 - 441
Main Authors:	Gangloff, Hugo, Pham, Minh-Tan, Courtrai, Luc, Lefevre, Sebastien
Format:	Conference Proceeding
Language:	English
Published:	IEEE 21.08.2022
Subjects:	Intrusion detection Learning systems Machine learning Measurement Medical diagnosis Pattern recognition Training
ISSN:	2831-7475
Online Access:	Get full text
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