Search Results for author: Insu Jeon

Found 2 papers, 1 papers with code

IB-GAN: Disentangled Representation Learning with Information Bottleneck GAN

2 code implementations ICLR 2019 Insu Jeon, Wonkwang Lee, Gunhee Kim

IB-GAN objective is similar to that of InfoGAN but has a crucial difference; a capacity regularization for mutual information is adopted, thanks to which the generator of IB-GAN can harness a latent representation in disentangled and interpretable manner.

Disentanglement

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