Confidence Calibration for Convolutional Neural Networks Using Structured Dropout

Zhilu Zhang, Adrian V. Dalca, Mert R. Sabuncu

In classification applications, we often want probabilistic predictions to reflect confidence or uncertainty. Dropout, a commonly used training technique, has recently been linked…