Fig. 3.
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Schematic representation of the FVAE architecture used to simulate a galaxy with structural parameters y. A random noise G is passed through a regressive flow conditioned to the input galaxy parameters y. The flow outputs a latent space vector 
, which is decoded by the VAE in order to produce a galaxy corresponding to the input shape parameters.
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