49 citations · 104 across the 9 of their papers we have counts for
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cs.CV2021
Leveraging The Topological Consistencies of Learning in Deep Neural Networks
Stuart Synakowski, Fabian Benitez-Quiroz, Aleix M. Martinez
Recently, methods have been developed to accurately predict the testing performance of a Deep Neural Network (DNN) on a particular task, given statistics of its underlying topologi…
cs.CV2021
Diamond in the rough: Improving image realism by traversing the GAN latent space
Jeffrey Wen, Fabian Benitez-Quiroz, Qianli Feng +1
In just a few years, the photo-realism of images synthesized by Generative Adversarial Networks (GANs) has gone from somewhat reasonable to almost perfect largely by increasing the…