Options
Assured Resilience in Autonomous Systems - Machine Learning Methods for Reliable Perception
Safety Assurance of Machine Learning for Chassis Control Functions
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
Managing Uncertainty of AI-based Perception for Autonomous Systems
Beyond Test Accuracy: The Effects of Model Compression on CNNs
Machine Learning Methods for Enhanced Reliable Perception of Autonomous Systems
Absicherung von Machine-Learning-Verfahren in sicherheitskritischen Systemen
Measuring Ensemble Diversity and its Effects on Model Robustness
Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics
Machine Learning in sicherheitskritischen Systemen