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Unconditional Density Estimation on CIFAR-10 (test)
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3,049
Log Likelihood (nats)
MAF
-534.84
395.58
1,326
2,256.42
May 19, 2017
Log Likelihood (nats)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Log Likelihood (nats)
MAF
Number of layers/block...
2017.05
3,049
MAF
Number of layers/blocks=5
2017.05
2,936
MAF MoG
Number of layers/block...
2017.05
2,911
Real NVP
Number of layers/blocks=5
2017.05
2,576
Real NVP
Number of layers/block...
2017.05
2,568
Gaussian
2017.05
2,367
MADE
Output distribution ty...
2017.05
147
MADE MoG
Output distribution ty...
2017.05
-397
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