What is it about?

We introduced a new generative model that was simpler but produces sharper images than VAE. Therefore, I think it will be applied to most of the fields where VAE is applied.

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Why is it important?

It is applied to most fields where VAE or GAN is applied, so better performance can be expected.

Perspectives

It is expected to be applied in various fields, resulting in many practical results.

Prof. Sung Hoon Jung
Hansung University

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This page is a summary of: SCGN: novel generative model using the convergence of latent space by training, Electronics Letters, June 2020, the Institution of Engineering and Technology (the IET),
DOI: 10.1049/el.2020.1333.
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