Search Results for author: Kiyoshi Tanaka

Found 3 papers, 2 papers with code

Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork

2 code implementations31 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.

Conditional Image Generation Generative Adversarial Network

ArtGAN: Artwork Synthesis with Conditional Categorical GANs

4 code implementations11 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.

Art Analysis Conditional Image Generation

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization

no code implementations26 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.

Evolutionary Algorithms

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