Measuring Orthogonality in Representations of Generative Models

Robin C. Geyer, Alessandro Torcinovich, João B. Carvalho +2

In unsupervised representation learning, models aim to distill essential features from high-dimensional data into lower-dimensional learned representations, guided by inductive bia…