Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups

David M. Knigge, David W. Romero, Erik J. Bekkers

Abstract: Group convolutional neural networks (G-CNNs) have been shown to increase parameter efficiency and model accuracy by incorporating geometric inductive biases. In this work, we investigate the proper...