Exploring the latent space with Adversarial Autoencoders. Disentanglement of style and content. We started off with an Autoencoder to map images from a higher dimension to a lower one, constrained the encoder to output a required distribution by training it in an adversarial manner and lastly disentangled style from image content. Finally, we now look at a way to classify MNIST digits in a semi-supervised manner using labeled images. Remember the prerequisite to understand this series?
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