MAEDAY: MAE for few and zero shot AnomalY-Detection

Eli Schwartz, Assaf Arbelle, Leonid Karlinsky +4

We propose using Masked Auto-Encoder (MAE), a transformer model self-supervisedly trained on image inpainting, for anomaly detection (AD). Assuming anomalous regions are harder to…