Confidence-Aware Learning for Deep Neural Networks

1 code implementation • ICML 2020 • Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang

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.

Active Learning Out-of-Distribution Detection