Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
ICLROral2026
TL;DR
A framework that composes any probabilistic graphical model with flow matching, jointly learning structured latent representations and high-fidelity generative models through a single objective.
Opening excerpt from the authors’ abstract. source
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Topics
generative model flow matching graph