Conditional Variational AutoEncoder (cVAE)

Posted on Fri 29 November 2019 in DL

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I would like to share a PyTorch implemation of Conditional Variational AutoEncoder (cVAE).

The cVAE is a special type of the Variational AutoEncoder (VAE), the difference is that we condition our samples, for example -> we condtition on a class. Therefore, the evidence lower bound (ELBO) has this form:

\begin{equation …

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