seniorAnomaly Detection
GANs for Anomaly Detection.
Updated May 5, 2026
Short answer
Generator learns normal data; Discriminator/Inference flags poor matches[cite: 1].
Deep explanation
AnoGAN and similar models use the 'reconstruction loss' in the latent space of a GAN to identify data points the generator cannot produce[cite: 1].
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