Towards Active Real-to-Twin Inspection: A New Paradigm for Zero-Shot Anomaly Detection 事件

Towards Active Real-to-Twin Inspection: A New Paradigm for Zero-Shot Anomaly Detection arXiv:2605.25407v1 Announce Type: new Abstract: The deployment of zero-shot anomaly detection (AD) in embodied industrial inspection is severely bottlenecked by its reliance on passive, fixed-viewpoint 2D imagery. Such formulations inherently fail to accommodate the active, dynamic observations required in real-world environments. To break this limitation, we introduce Real-to-Twin Anomaly Detection, a novel