Search Results for author: Timothy Gentner

Found 2 papers, 1 papers with code

Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourages convex latent distributions

no code implementations27 Sep 2018 Tim Sainburg, Marvin Thielk, Brad Thielman, Benjamin Migliori, Timothy Gentner

We present a neural network architecture based upon the Autoencoder (AE) and Generative Adversarial Network (GAN) that promotes a convex latent distribution by training adversarially on latent space interpolations.

Generative Adversarial Network

Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions

1 code implementation17 Jul 2018 Tim Sainburg, Marvin Thielk, Brad Theilman, Benjamin Migliori, Timothy Gentner

We present a neural network architecture based upon the Autoencoder (AE) and Generative Adversarial Network (GAN) that promotes a convex latent distribution by training adversarially on latent space interpolations.

Generative Adversarial Network

Cannot find the paper you are looking for? You can Submit a new open access paper.