2 code implementations • 31 Aug 2017 • Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, Kiyoshi Tanaka
Qualitatively, we demonstrate that ArtGAN is able to generate plausible-looking images on Oxford-102 and CUB-200, as well as able to draw realistic artworks based on style, artist, and genre.
4 code implementations • 11 Feb 2017 • Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, Kiyoshi Tanaka
This paper proposes an extension to the Generative Adversarial Networks (GANs), namely as ARTGAN to synthetically generate more challenging and complex images such as artwork that have abstract characteristics.
no code implementations • 26 Sep 2014 • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka
This work studies the behavior of three elitist multi- and many-objective evolutionary algorithms generating a high-resolution approximation of the Pareto optimal set.