A KL-divergence derived term improves VAE-based unsupervised anomaly localization on FashionMNIST and brain tumor datasets, outperforming prior reconstruction-only methods across hyperparameter settings.
CoRR (2018)
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Unsupervised Anomaly Localization using Variational Auto-Encoders
A KL-divergence derived term improves VAE-based unsupervised anomaly localization on FashionMNIST and brain tumor datasets, outperforming prior reconstruction-only methods across hyperparameter settings.