# UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection

> Research article (2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025) · cited 13× · AI/ML

**Wikidata**: [openalex:W4413156408](https://www.wikidata.org/wiki/openalex:W4413156408)  
**Source**: https://4ort.xyz/entity/univad-a-training-free-unified-model-for-few-shot-visual-anomaly-detection