Department of Computer Science, Naval Postgraduate School, Monterey, CA, USA; Work was partially done while affiliated with the National Institute of Mental Health, Bethesda, MD, USA.; Machine Learning Group, Technische Universität Berlin, BIFOLD†, Berlin, Germany; Machine Learning Team, FMRI Facility, National Institute of Mental Health, Bethesda, MD, USA; Machine Learning Group, Technische Universität Berlin, BIFOLD†, Berlin, Germany; Also affiliated with the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.; Vision and Computational Cognition Group, MPI for Human Cognitive and Brain Sciences, Leipzig, Germany
Lukas Muttenthaler, Charles Zheng, Patrick McClure, Robert Vandermeulen, Martin N Hebart, Francisco Pereira
Cognitive Science;Latent Variable Models;Variational Inference;Concept Representations
VICE: Variational Interpretable Concept Embeddings