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Introduction to Generative Adversarial Networks

N. Morizet, Advestis Tech Report, July 2020.

Abstract: This article aims to introduce the basic ideas and concepts of Generative Adversarial Networks, also known as GANs.

Introduction: In the last few years, researchers have made tremendous progress in the field of artificial intelligence using deep learning. But while deep learning systems can learn to recognize things, they have not been good at creating them. One night in 2014, Ian Goodfellow and his colleagues tackled a computer vision challenge: build a machine that could createphotos by itself...


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