Generative deep learning

Variational Auto-Encoder

Auto-Encoding Variational Bayes

vlb
final_formula

vae_net.PNG

Generative Adversarial Networks

VAE

$\frac{1}{2}$

 

Autoencoding beyond pixels using a learned similarity metric

 

hierarchical

Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks

Latent Variable PixelCNNs for Natural Image Modeling

Parallel Multiscale Autoregressive Density Estimation

OctNet: Learning Deep 3D Representations at High Resolutions

t-sne

 

 

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