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VisualizationsGenerative & Applied Deep Learning

GAN Training Stability

Slide the balance between generator and discriminator. Training only works while the two stay roughly matched, so neither one wins outright.

generator
discriminator
matched — each gives the other something to learn from

Neither network can be allowed to win. The whole method depends on them staying roughly matched.

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