Self-Checking Deep Neural Networks in Deployment

Yan Xiao, Ivan Beschastnikh, David S. Rosenblum +4

The widespread adoption of Deep Neural Networks (DNNs) in important domains raises questions about the trustworthiness of DNN outputs. Even a highly accurate DNN will make mistakes…