VD-DeepStack: Bridging Visual Comparison and Language Reasoning for Few-Shot Anomaly Detection.

arXiv:2609.34949v1 Announce Type: new Abstract: Few-shot visual anomaly detection is fundamentally a visual comparison task, requiring fine-grained inspection of a query against normal references. Many recent methods based on large vision-language models (LVLM