Encyclopedia · 187 concepts

Generative AI · advanced · concept 118 of 187

VAEs (Variational Autoencoders)

Generative models that learn a compressed latent space representation. Unlike GANs, VAEs can both generate AND encode data. The latent space is continuous, enabling smooth interpolation between outputs.

Key terms

Latent spaceKL divergenceEncoderDecoderReparameterization

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