Confidence-Aware Learning for Deep Neural Networks

Jooyoung Moon, Jihyo Kim, Younghak Shin +1

Despite the power of deep neural networks for a wide range of tasks, an overconfident prediction issue has limited their practical use in many safety-critical applications. Many re…