/AGPPVAE

Adversarial Gaussian Process Prior Variational Autoencoder

Primary LanguagePython

Adversarial GPPVAE

Replaced the L2 loss of the Gaussian Process Prior Variational Autoencoder (GPPVAE) [1] by an adversarial approach. The implementation in this repository is in pytorch.

[1] Casale FP, Dalca AV, Saglietti L, Listgarten J, Fusi N. Gaussian Process Prior Variational Autoencoders, 32nd Conference on Neural Information Processing Systems, 2018, Montreal, Canada.