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Dissecting the Variational Autoencoder's ELBO

this year hard (>1 hr) | VAE Generative Models ELBO KL Divergence

Variational Autoencoders (VAEs) are powerful generative models that optimize a lower bound on the data log-likelihood, known as the Evidence Lower Bound (ELBO). The ELBO for a single data point...