Out of Context: Reliability in Multimodal Anomaly Detection Requires Contextual Inference

Kevin Wilkinghoff, Neelu Madan, Juan Miguel Valverde +6

Anomaly detection aims to identify observations that deviate from expected behavior. Because anomalous events are inherently sparse, most frameworks are trained exclusively on norm…