Neural Networks
Variational Autoencoder
VAE
Neural Networks· Advanced
Definition
A generative model extending the autoencoder by learning a probabilistic latent space — encoding inputs as distributions rather than fixed vectors. Enables sampling and interpolation in latent space, producing new, plausible data points. Foundational to modern generative AI and image synthesis.
Tags
#generative#latent-space#probabilistic#sampling#compression
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