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For questions related to variational auto-encoders (VAEs). The first VAE was proposed in "Auto-Encoding Variational Bayes" (2013) by Diederik P. Kingma and Max Welling. There are several other VAEs, for example, the conditional VAE.
3
votes
How to generate new data given a trained VAE - sample from the learned latent space or from ...
Few more clarifications. While the correct thing to do is draw from the prior, we have no guarantees that the aggregated posterior will cover the prior. Think of the aggregated posterior as the distri …