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ResearchFormerly WizWand

Generative Modeling on CELEBA

1.86BPDCR-NVAE
1.81362.12682.442.7532May 31, 2021Dec 10, 2021Jun 22, 2022Jan 2, 2023Jul 15, 2023Jan 25, 2024Aug 6, 2024
Updated 4mo ago

Evaluation results

MethodLinks
CR-NVAEResolution=64 x 642021.051.86
Generalized GBNModel type=Gamma VAE Models, Variational layers (L)=422024.081.95
NVAE+AugResolution=64 x 642021.051.96
VDVAEModel type=VAE Models with an Unconditional Decoder, Variational layers (L)=422024.082
NVAEResolution=64 x 642021.052.03
NVAEModel type=VAE Models with an Unconditional Decoder2024.082.03
BIVAModel type=VAE Models with an Unconditional Decoder2024.082.48
Real NVPModel type=Flow Models without any Autoregressive Components2024.083.02