My Phd thesis: Invariance in Deep Representations is finally online! https://dare.uva.nl/search?identifier=1784763c-d663-4626-bae3-d3c3735bcc13
The thesis combines equivariant/invariant neural network architectures, disentanglement (via generative models), causality, and data augmentation in one framework.
