Mihir Gohad

Uncertainty-Aware Autonomous Vehicles: Predicting the Road Ahead

Autonomous Vehicle (AV) perception systems have advanced rapidly in recent years, providing vehicles with the ability to accurately interpret their environment. Perception systems remain susceptible to errors caused by overly-confident predictions in the case of rare events or out-of-sample data. Th…