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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Variational Autoencoder

Generative AI · Level 4 of 5

Variational Autoencoder

A latent-variable model trained using a variational bound on data likelihood.

It learns an approximate posterior and a generative decoder.

Example

A model samples a latent vector and decodes a new image.

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Audio transcript

Variational Autoencoder. A latent-variable model trained using a variational bound on data likelihood. It learns an approximate posterior and a generative decoder. For example: A model samples a latent vector and decodes a new image.

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