Anomalies by Synthesis: Anomaly Detection using Generative Diffusion Models for Off-Road Navigation

Siddharth Ancha, Sunshine Jiang, Travis Manderson +4

In order to navigate safely and reliably in off-road and unstructured environments, robots must detect anomalies that are out-of-distribution (OOD) with respect to the training dat…