Out-of-distribution Detection with Boundary Aware Learning

Sen Pei, Xin Zhang, Bin Fan +1

There is an increasing need to determine whether inputs are out-of-distribution (\emph{OOD}) for safely deploying machine learning models in the open world scenario. Typical neural…