CELEBA

A collection of Neural nets used to perform the benchmark on CELEBA

• ConvNets
• ResNets

ConvNets

Encoder_Conv_AE_CELEBA	A Convolutional encoder Neural net suited for CELEBA-64 and Autoencoder-based models.
Encoder_Conv_VAE_CELEBA	A Convolutional encoder Neural net suited for CELEBA-64 and Variational Autoencoder-based models.
Encoder_Conv_SVAE_CELEBA	A Convolutional encoder Neural net suited for CELEBA-64 and Hyperspherical autoencoder Variational Autoencoder.
Decoder_Conv_AE_CELEBA	A Convolutional decoder Neural net suited for CELEBA-64 and Autoencoder-based models.
Discriminator_Conv_CELEBA	A Convolutional discriminator Neural net suited for CELEBA.

ResNets

Encoder_ResNet_AE_CELEBA	A ResNet encoder suited for CELEBA and Autoencoder-based models.
Encoder_ResNet_VAE_CELEBA	A ResNet encoder suited for CELEBA and Variational Autoencoder-based models.
Encoder_ResNet_SVAE_CELEBA	A ResNet encoder suited for CELEBA and Hyperspherical VAE models.
Encoder_ResNet_VQVAE_CELEBA	A ResNet encoder suited for CELEBA and Vector Quantized VAE models.
Decoder_ResNet_AE_CELEBA	A ResNet decoder suited for CELEBA and Autoencoder-based models.
Decoder_ResNet_VQVAE_CELEBA	A ResNet decoder suited for CELEBA and Vector Quantized VAE models.