Shao-Yuan Lo

Industrial Anomaly Detection via Defect-Grounded Reasoning in Visual Latent Space

Industrial anomaly detection (IAD) is evolving beyond conventional detection and localization toward multimodal inspection systems that can describe, explain, and reason about fine-grained defects. Although recent multimodal large language model (MLLM)-based methods improve anomaly understanding through textual reasoni...