Liang-Lun Cheng

Zero-shot industrial defect detection via domain-adaptive physical priors and semantics-guided Bayesian inference

Automated visual inspection serves as a cornerstone of intelligent manufacturing, playing a critical role in ensuring product quality and production efficiency. However, general Vision-Language Models (VLMs) often suffer from significant performance degradation when applied to industrial zero-shot anomaly detection due...