Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

Sebastian Houben, Stephanie Abrecht, Maram Akila +38

The use of deep neural networks (DNNs) in safety-critical applications like mobile health and autonomous driving is challenging due to numerous model-inherent shortcomings. These s…