Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors

Chester Holtz, Gal Mishne, Alexander Cloninger. Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors. In Alexander Cloninger, Timothy Doster, Tegan Emerson, Manohar Kaul, Ira Ktena, Henry Kvinge, Nina Miolane, Bastian Rice, Sarah Tymochko, Guy Wolf, editors, Topological, Algebraic and Geometric Learning Workshops 2022, 25-22 July 2022, Virtual. Volume 196 of Proceedings of Machine Learning Research, pages 161-171, PMLR, 2022. [doi]

Abstract

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