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Thursday, November 01, 2018

GANs: Generative Adversarial Networks

Brought to my attention as useful

Computer Science > Machine Learning
NIPS 2016 Tutorial: Generative Adversarial Networks
Ian Goodfellow

This report summarizes the tutorial presented by the author at NIPS 2016 on generative adversarial networks (GANs). The tutorial describes: (1) Why generative modeling is a topic worth studying, (2) how generative models work, and how GANs compare to other generative models, (3) the details of how GANs work, (4) research frontiers in GANs, and (5) state-of-the-art image models that combine GANs with other methods. Finally, the tutorial contains three exercises for readers to complete, and the solutions to these exercises. .... " 

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