On the Number of Linear Regions of Convolutional Neural Networks

Huan Xiong, Lei Huang, Mengyang Yu, Li Liu 0004, Fan Zhu 0001, Ling Shao 0001. On the Number of Linear Regions of Convolutional Neural Networks. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 10514-10523, PMLR, 2020. [doi]

Abstract

Abstract is missing.