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Defensive Perception: Neural Network Performance Estimation and Monitoring under Continuous Deployment
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Description: Our approach shows great potential for application in deployment settings, enabling operational design domain recognition via uncertainty, which allows for defensive driving, safe state triggers, warning notifications, and feedback for testing or development and adaption of the perception stack.
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