adVAE: A self-adversarial variational autoencoder with Gaussian anomaly prior knowledge for anomaly detection

Recently, deep generative models have become increasingly popular in unsupervised anomaly detection. However, deep generative models aim at recovering the data distribution rather than detecting anomalies. Moreover, deep generative models have the risk of overfitting training samples, which has disa...

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