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Latest commit c1f9a37 Sep 8, 2017
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Failed to load latest commit information. update Jun 24, 2017 fix bug in vae Sep 8, 2017 update Jun 24, 2017 fix bug Sep 5, 2017

AutoEncoder and VAE


This is the principal of autoencoder.

Simple multilayer perceptron as encoder and decoder we can get the result as follow:

auto0.png auto1.png

The encoder output is actual like this one


Convolution autoencoder result:

image_0.png image_20.png image_90.png

Variational autoencoder result:

image_0.png image_10.png image_90.png