963 citations · 1.6k across the 45 of their papers we have counts for
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cs.NE2017
Quality and Diversity Optimization: A Unifying Modular Framework
Antoine Cully, Yiannis Demiris
The optimization of functions to find the best solution according to one or several objectives has a central role in many engineering and research fields. Recently, a new family of…
cs.LG2017★ 54 cited
MAGAN: Margin Adaptation for Generative Adversarial Networks
Ruohan Wang, Antoine Cully, Hyung Jin Chang +1
We propose the Margin Adaptation for Generative Adversarial Networks (MAGANs) algorithm, a novel training procedure for GANs to improve stability and performance by using an adapti…