Unsupervised Disentanglement Without Compromises : How Functional Orthogonality Enforces Identifiability

Mathieu Cyrille Simon, Pascal Frossard, Christophe De Vleeschouwer

This paper explores unsupervised disentangled representation learning from a functional perspective. We define latent concepts as factors that influence observations through locall…