Search Results for author: Daniele Filippini

Found 1 papers, 1 papers with code

Enhancing variational generation through self-decomposition

1 code implementation6 Feb 2022 Andrea Asperti, Laura Bugo, Daniele Filippini

In this article we introduce the notion of Split Variational Autoencoder (SVAE), whose output $\hat{x}$ is obtained as a weighted sum $\sigma \odot \hat{x_1} + (1-\sigma) \odot \hat{x_2}$ of two generated images $\hat{x_1},\hat{x_2}$, and $\sigma$ is a {\em learned} compositional map.

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