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View Code? Open in Web Editor NEWGAN, from the field of unsupervised learning, was first reported on in 2014 from Ian Goodfellow and others in Yoshua Bengio’s lab. Generative Adversarial Network is composed of two neural networks, a generator G and a discriminator D.