# Personalizing Vision-Language Models With Hybrid Prompts for Zero-Shot Anomaly Detection

> Research article (IEEE Transactions on Cybernetics, 2025) · cited 33× · AI/ML

**Wikidata**: [openalex:W4407450044](https://www.wikidata.org/wiki/openalex:W4407450044)  
**Source**: https://4ort.xyz/entity/personalizing-vision-language-models-with-hybrid-prompts-for-zero-shot-anomaly-detection