On Lipschitz Bounds of General Convolutional Neural Networks

Dongmian Zou, Radu Balan, Maneesh Singh

Many convolutional neural networks (CNNs) have a feed-forward structure. In this paper, a linear program that estimates the Lipschitz bound of such CNNs is proposed. Several CNNs,…