At all stationary points of the ELBO, several generative model families decompose into a sum of entropies of the variational posterior, the prior, and the observable distribution.
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Generative Models with ELBOs Converging to Entropy Sums
At all stationary points of the ELBO, several generative model families decompose into a sum of entropies of the variational posterior, the prior, and the observable distribution.