Combating the Instability of Mutual Information-based Losses via Regularization

Kwanghee Choi, Siyeong Lee

Notable progress has been made in numerous fields of machine learning based on neural network-driven mutual information (MI) bounds. However, utilizing the conventional MI-based lo…