Label-Based Diversity Measure Among Hidden Units of Deep Neural Networks: A Regularization Method

Chenguang Zhang, Yuexian Hou, Dawei Song +2

Although the deep structure guarantees the powerful expressivity of deep networks (DNNs), it also triggers serious overfitting problem. To improve the generalization capacity of DN…