2026
AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors
CVPR 2026
Zero-shot anomaly detection aims to detect and localise abnormal regions in the image without access to any in-domain training images. While recent approaches leverage vision-language models (VLMs), such as CLIP, to transfer high-level concept knowledge, methods based on purely vision foundation mod