Defensive Perception: Estimation and Monitoring of Neural Network Performance Under Deployment

H Vogt, S Buehler, M Schutera - International Workshop on Epistemic …, 2023 - Springer
In this paper, we propose a method for addressing the issue of unnoticed catastrophic
deployment and domain shift in neural networks for semantic segmentation in autonomous …