Information-Theoretic Greedy Layer-wise Training for Traffic Sign Recognition

Shuyan Lyu, Zhanzimo Wu, Junliang Du

Modern deep neural networks (DNNs) are typically trained with a global cross-entropy loss in a supervised end-to-end manner: neurons need to store their outgoing weights; training…