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ResearchFormerly WizWand

Unconditional Density Estimation on MNIST

1.41Bits per PixelMADE MoG
1.38481.55491.7251.8951May 19, 2017
Updated 8mo ago

Evaluation results

MethodLinks
MADE MoGMoG=true2017.051.41
MAF MoGlayers=5, MoG=true2017.051.52
MAFlayers=52017.051.89
MAFlayers=102017.051.91
Real NVPlayers=52017.051.93
Gaussian2017.052.01
Real NVPlayers=102017.052.02
MADE2017.052.04