Generative Models
Sample a code without losing the controls
A journey through variational autoencoders with Botie.
Generative Models · A journey with Botie
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Could We Choose a New Code and Obtain a Plausible Example?
Part 1 of 3
An ordinary autoencoder can give each training example a code, but that does not tell us where to choose a new code for generation. Unused regions between familiar codes may decode poorly. We need a model of how the hidden codes themselves are distributed.