Yu-Ting Kuang

Training-Free and Self-Improving Industrial Anomaly Detection with Vision-Language Models

Although industrial anomaly detection has attained highly accurate pixel-level anomaly detection on standard benchmarks, current methods merely produce heatmaps and anomaly scores. These outputs remain insufficient to address the core concerns of inspectors-the type, severity, and root cause of a defect. We present a f...