61 citations · 144 across the 7 of their papers we have counts for
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cs.LG2020
Topology Distance: A Topology-Based Approach For Evaluating Generative Adversarial Networks
Danijela Horak, Simiao Yu, Gholamreza Salimi-Khorshidi
Automatic evaluation of the goodness of Generative Adversarial Networks (GANs) has been a challenge for the field of machine learning. In this work, we propose a distance complemen…
stat.ML2020
ILCRO: Making Importance Landscapes Flat Again
Vincent Moens, Simiao Yu, Gholamreza Salimi-Khorshidi
Convolutional neural networks have had a great success in numerous tasks, including image classification, object detection, sequence modelling, and many more. It is generally assum…