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authorSoumith Chintala <soumith@gmail.com>2015-11-16 18:18:43 +0300
committerSoumith Chintala <soumith@gmail.com>2015-11-16 18:18:43 +0300
commit6f119395fba8dc1c487e4cf1d75d728d13e7436b (patch)
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parent4ee799e1ecee1f38cff4fa71a2d51229561effea (diff)
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layout: post
title: Generating Faces with Torch
comments: True
-author: anders-lindbo and soren-kaae
+author: anders-lindbosoren-kaae
excerpt: In this blog post we implement a Generative Adversarial network (GAN) and train it to output images of human faces. GANs are notoriously hard to train, and we explore a handful of tricks to stabilize/speed up convergence. Moreover, we combine GANs with a variational autoencoder to arrive at an encoder/decoder architecture capable of producing interesting images!
picture: https://raw.githubusercontent.com/torch/torch.github.io/master/blog/_posts/images/out.gif
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