Evaluating the Disentanglement of Deep Generative Models through Manifold Topology

Sharon Zhou, Eric Zelikman, Fred Lu +3

Learning disentangled representations is regarded as a fundamental task for improving the generalization, robustness, and interpretability of generative models. However, measuring…