204 citations · 407 across the 11 of their papers we have counts for
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cs.LG2017★ 204 cited
Stabilizing Training of Generative Adversarial Networks through Regularization
Kevin Roth, Aurelien Lucchi, Sebastian Nowozin +1
Deep generative models based on Generative Adversarial Networks (GANs) have demonstrated impressive sample quality but in order to work they require a careful choice of architectur…
q-bio.NC2017★ 59 cited
Model of Brain Activation Predicts the Neural Collective Influence Map of the Brain
Flaviano Morone, Kevin Roth, Byungjoon Min +2
Efficient complex systems have a modular structure, but modularity does not guarantee robustness, because efficiency also requires an ingenious interplay of the interacting modular…