Trivia ForgePlay free →

When training Variational Autoencoders (VAEs), which technique is used to allow backpropagation through the stochastic sampling layer?

Show answer

Reparameterization trick

The reparameterization trick expresses the latent variable as a deterministic function of the parameters and an independent noise variable. This allows gradients to flow from the loss function through the sample to the encoder network.

Also asked as:
  • What method enables gradients to flow through the stochastic sampling process in a Variational Autoencoder?

Would you remember this in 6 months?

Trivia Forge uses spaced repetition so facts stick. Free, no signup needed.

Turn on Machine Learning practice →

More Machine Learning trivia

See all 98 →