Generatively Augmented Neural Network Watchdog for Image Classification Networks

Justin M. Bui, Glauco A. Amigo, Robert J. Marks

The identification of out-of-distribution data is vital to the deployment of classification networks. For example, a generic neural network that has been trained to differentiate b…