Enabling equivariance for arbitrary Lie groups

Lachlan Ewen MacDonald, Sameera Ramasinghe, Simon Lucey

Although provably robust to translational perturbations, convolutional neural networks (CNNs) are known to suffer from extreme performance degradation when presented at test time w…