Can we use Variational Autoencoders without learning variance?

10 February 2019 0 3K Report

In literature, when VAEs are used, the latent variables are samples with both a learned mean and covariance (usually diagonal) matrices. Can we use VAEs with sampling latents only with learned mean, but a constant variance across all samples/classes?

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