IAD-Unify: Task-Specific Interfaces for Industrial Anomaly Understanding, Segmentation, and Generation.

arXiv:2604.12440v3 Announce Type: replace-cross Abstract: Industrial anomaly inspection requires complementary capabilities: explaining an observed defect, localizing its pixels, and synthesizing a controlled edit. We present IAD-Unify, a unified architecture