308 citations · 333 across the 2 of their papers we have counts for
2 papers
cs.LG2017★ 25 cited
PixelGAN Autoencoders
Alireza Makhzani, Brendan Frey
In this paper, we describe the "PixelGAN autoencoder", a generative autoencoder in which the generative path is a convolutional autoregressive neural network on pixels (PixelCNN) t…
cs.LG2015★ 308 cited
Adversarial Autoencoders
Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly +2
In this paper, we propose the "adversarial autoencoder" (AAE), which is a probabilistic autoencoder that uses the recently proposed generative adversarial networks (GAN) to perform…