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For questions about models designed for generating new data (or generating samples from a probability distribution).

5 votes

Latent loss in variational autoencoder drowns generative loss

I don't like the reduce_sum version of the kl-loss because it depends on the size of your latent vector. My advise is to use the mean instead. Moreover it is a notorious fact that training a VAE with …
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