Normality-Preserving Continual Industrial Anomaly Detection via Orthogonal LoRA Banks

Weibai Fang, Haijun Che, Feiyang Ren +1

Continual industrial anomaly detection with diffusion models suffers from historical normality prior drift and catastrophic forgetting. Existing continual diffusion methods preserv…