Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization

Chunwei Ma, Ziyun Huang, Jiayi Xian +2

Deep Neural Networks (DNNs), despite their tremendous success in recent years, could still cast doubts on their predictions due to the intrinsic uncertainty associated with their l…