ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection

Lei Hu, Zhiyong Gan, Ling Deng +4

Continual Anomaly Detection (CAD) enables anomaly detection models in learning new classes while preserving knowledge of historical classes. CAD faces two key challenges: catastrop…