It takes (only) two: adversarial generator-encoder networks

It takes (only) two: adversarial generator-encoder networks

We present a new autoencoder-type architecture that is trainable in an unsupervised mode, sustains both generation and inference, and has the quality of conditional and unconditional samples boosted by adversarial learning. Unlike previous hybrids of autoencoders and adversarial networks, the advers...

Полное описание

Библиографические подробности
Главные авторы:	Ulyanov, D, Vedaldi, A, Lempitsky, V
Формат:	Conference item
Опубликовано:	Association for the Advancement of Artificial Intelligence 2018

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