UniVAD v2: Unified Visual Anomaly Detection via Support-Conditioned Boundary Construction

Zhaopeng Gu, Bingke Zhu, Zhaowen Li +5

Unified visual anomaly detection seeks to train a single detector that can be deployed across categories, domains, and application scenarios. In the few-shot transfer regime, the k…