Questions tagged [conditional-vae]

For questions about the conditional variational auto-encoder (CVAE), which was introduced in the paper "Learning Structured Output Representation using Deep Conditional Generative Model" (2015, NIPS) by Kihyuk Sohn et al.

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Label based normalizing flow

I am interested in capturing higher-dimensional embeddings of a image dataset as a gaussian noise, such that a specific region of gaussian noise corresponds to embedding of a particular label. How do ...
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In CVAE's objective function, why do both terms condition on $\textbf{c}$?

I don't quite understand why, in Conditional Variational Autoencoder (CVAE), we concatenate a conditioning vector two times, at encoder and decoder respectively. After we concatenate it once at the ...
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Is there a continuous conditional variational auto-encoder?

The Conditional Variational Autoencoder (CVAE), introduced in the paper Learning Structured Output Representation using Deep Conditional Generative Models (2015), is an extension of Variational ...
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