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cs.RO2026
Autonomous Search for Sparsely Distributed Visual Phenomena through Environmental Context Modeling
Eric Chen, Travis Manderson, Nare Karapetyan +3
Autonomous underwater vehicles (AUVs) are increasingly used to survey coral reefs, yet efficiently locating specific coral species of interest remains difficult: target species are…
cs.RO2025
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…