AF-CLIP improves zero-shot visual anomaly detection by adding a trainable attention adapter and multi-scale spatial aggregation that redirect CLIP features toward local defects, with a patch alignment loss.
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AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation
AF-CLIP improves zero-shot visual anomaly detection by adding a trainable attention adapter and multi-scale spatial aggregation that redirect CLIP features toward local defects, with a patch alignment loss.