Younghak Shin

Confidence-Aware Learning for Deep Neural Networks

2020 · arXiv (Cornell University)

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 recent works have been proposed to mitigate this …