Res${}^2$CLIP: Few-Shot Generalist Anomaly Detection with Residual-to-Residual Alignment

Xinyue Liu, Jianyuan Wang, Biao Leng +1

Few-shot Generalist Anomaly Detection requires models to generalize to novel categories without retraining, posing significant challenges in real-world scenarios with scarce sample…