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Recently, several generalist models such as Contrastive Language Image Pre-training (CLIP) have demonstrated their capabilities of performing diverse downstream tasks through zero-shot or few-shot ...

Anomaly Detection (AD) is an important and challenging task in computer vision. Recently, Contrastive Language-Image Pre-training (CLIP) has shown impressive generalization capability in zero-shot AD ...