3 papers
cs.CV2025
AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation
Qingqing Fang, Wenxi Lv, Qinliang Su
Visual anomaly detection has been widely used in industrial inspection and medical diagnosis. Existing methods typically demand substantial training samples, limiting their utility…
cs.DC2024
Deploying Foundation Model Powered Agent Services: A Survey
Wenchao Xu, Jinyu Chen, Peirong Zheng +8
Foundation model (FM) powered agent services are regarded as a promising solution to develop intelligent and personalized applications for advancing toward Artificial General Intel…
cs.CV2024
AnomalySD: Few-Shot Multi-Class Anomaly Detection with Stable Diffusion Model
Zhenyu Yan, Qingqing Fang, Wenxi Lv +1
Anomaly detection is a critical task in industrial manufacturing, aiming to identify defective parts of products. Most industrial anomaly detection methods assume the availability…