no code implementations • 28 Sep 2019 • Prateek Munjal, Akanksha Paul, Narayanan C. Krishnan
In this work we introduce a novel hybrid architecture, Implicit Discriminator in Variational Autoencoder (IDVAE), that combines a VAE and a GAN, which does not need an explicit discriminator network.
no code implementations • CVPR 2019 • Akanksha Paul, Narayanan C. Krishnan, Prateek Munjal
It overcomes the hubness problem by learning a latent space that preserves the semantic relationship between the labels while encoding the discriminating information about the classes.