View on GitHub

Research Review Notes

Summaries of academic research papers

Toward Controlled Generation of Text


Idea

The authors aim to disentangle representations of style and content in the latent code of a Variational AutoEncoder. The style is called the structured code and is learned by discriminators for each attribute that needs to be disentangled from the latent space.

Method

Architecture

architecture

Learning Process

learning-process

Observations