Cascading Unknown Detection with Known Classification for Open Set Recognition

Daniel Brignac, Abhijit Mahalanobis

Deep learners tend to perform well when trained under the closed set assumption but struggle when deployed under open set conditions. This motivates the field of Open Set Recogniti…