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20152022
most citedGANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

4.5k citations · 6.6k across the 6 of their papers we have counts for

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stat.ML2020

Predicting Neural Network Accuracy from Weights

Thomas Unterthiner, Daniel Keysers, Sylvain Gelly +2

We show experimentally that the accuracy of a trained neural network can be predicted surprisingly well by looking only at its weights, without evaluating it on input data. We moti…

stat.ML2015★ 92 cited

Toxicity Prediction using Deep Learning

Thomas Unterthiner, Andreas Mayr, Günter Klambauer +1

Everyday we are exposed to various chemicals via food additives, cleaning and cosmetic products and medicines -- and some of them might be toxic. However testing the toxicity of al…