Generalizing the Convolution Operator to extend CNNs to Irregular Domains

Jean-Charles Vialatte, Vincent Gripon, Grégoire Mercier

Convolutional Neural Networks (CNNs) have become the state-of-the-art in supervised learning vision tasks. Their convolutional filters are of paramount importance for they allow to…