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. 2021 Jul 8;19:4003–4017. doi: 10.1016/j.csbj.2021.07.003

Fig. 9.

Fig. 9

Autoencoder and variational autoencoder. (A) The autoencoder determines latent variables by reducing the dimensions during encoding. Then it decodes the data into a similar form using the latent variables. (B) VAE uses a similar process unless the latent variables are replaced by the mean and standard deviation.