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03/23/2021
Generative Minimization Networks: Training GANs Without Competition
Many applications in machine learning can be framed as minimization prob...
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11/13/2018
Evaluating GANs via Duality
Generative Adversarial Networks (GANs) have shown great results in accur...
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05/27/2018
Defending Against Adversarial Attacks by Leveraging an Entire GAN
Recent work has shown that state-of-the-art models are highly vulnerable...
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06/10/2017
An Online Learning Approach to Generative Adversarial Networks
We consider the problem of training generative models with a Generative ...
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02/21/2017
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables
Advances in natural language processing tasks have gained momentum in re...
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12/01/2016