Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images

Somenath Kuiry, Alaka Das, Mita Nasipuri +1

Deep Learning, particularly Convolutional Neural Networks (CNN), has been successful in computer vision tasks and medical image analysis. However, modern CNNs can be overconfident,…