On the Importance of Regularisation & Auxiliary Information in OOD Detection

John Mitros, Brian Mac Namee

Neural networks are often utilised in critical domain applications (e.g. self-driving cars, financial markets, and aerospace engineering), even though they exhibit overconfident pr…