الباحثون

Jiang Liu

المنشورات 2

نسخة أولية وصول مفتوح

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

Jaron Yeh, Yen-Wei Chang, Jiang Liu وآخرون · 2026

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 …

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