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Generative AI · advanced · concept 117 of 176

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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