Michael Milford

Domain adaptation affects adversarial robustness in autonomous steering models

Abstract Domain adaptation is commonly used to transfer autonomous steering models across regions with different road configurations, such as from right-hand to left-hand traffic. While prior work has largely evaluated adaptation using clean target-domain steering accuracy, its e...