The geometry of efficient codes: How rate-distortion trade-offs distort the latent representations of generative models

• Leo D’Amato,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Control and Computer Engineering, Polytechnic University of Turin, Turin, Italy, Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy

  https://orcid.org/0009-0007-4531-5486

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• Gian Luca Lancia,

  Roles Data curation, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – review & editing

  Affiliations Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy, Department of Psychology, Sapienza University of Rome, Rome, Italy

  https://orcid.org/0009-0008-6665-1419

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• Giovanni Pezzulo

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: giovanni.pezzulo@istc.cnr.it

  Affiliation Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy

  https://orcid.org/0000-0001-6813-8282

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