Structure by Architecture: Structured Representations without Regularization

Felix Leeb, Guilia Lanzillotta, Yashas Annadani +3

We study the problem of self-supervised structured representation learning using autoencoders for downstream tasks such as generative modeling. Unlike most methods which rely on ma…