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20222026
most citedEvaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET

8 citations · 15 across the 7 of their papers we have counts for

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cs.LG2026

Mitigating the reconstruction-detection trade-off in VAE-based unsupervised anomaly detection

Agathe Senellart, Maëlys Solal, Stéphanie Allassonnière +1

Variational autoencoders are widely used for unsupervised anomaly detection. Model selection however remains an open-question: to remain fully unsupervised, hyperparameters are oft…