Few-Shot Anomaly Detection via Category-Agnostic Registration Learning

Chaoqin Huang, Haoyan Guan, Aofan Jiang +4

Most existing anomaly detection (AD) methods require a dedicated model for each category. Such a paradigm, despite its promising results, is computationally expensive and inefficie…