HAct: Out-of-Distribution Detection with Neural Net Activation Histograms

Sudeepta Mondal, Ganesh Sundaramoorthi

We propose a simple, efficient, and accurate method for detecting out-of-distribution (OOD) data for trained neural networks. We propose a novel descriptor, HAct - activation histo…