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ResearchFormerly WizWand

Conditional Density Estimation on MNIST

1.39Bits per Pixel (BPP)MADE MoG
1.36481.53491.7051.8751May 19, 2017
Updated 8mo ago

Evaluation results

MethodLinks
MADE MoGMoG=true2017.051.39
MAF MoGlayers=5, MoG=true2017.051.51
MAFlayers=52017.051.89
MAFlayers=102017.051.92
Real NVPlayers=52017.051.94
Gaussian2017.051.97
MADE2017.052
Real NVPlayers=102017.052.02