Correcting Flaws in Common Disentanglement Metrics

Louis Mahon, Lei Shah, Thomas Lukasiewicz

Recent years have seen growing interest in learning disentangled representations, in which distinct features, such as size or shape, are represented by distinct neurons. Quantifyin…