Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision. - Yizhou Jin; Yuezhu Feng; Jinjin Zhang; Peng Wang; Qingjie Liu 001; Yunhong Wang 001 (CoRR, 2026)