Emergence of Lie symmetries in functional architectures learned by CNNs

Federico Bertoni, Noemi Montobbio, Alessandro Sarti +1

In this paper we study the spontaneous development of symmetries in the early layers of a Convolutional Neural Network (CNN) during learning on natural images. Our architecture is…