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经典生成对抗网络之 Conditional GAN | Alex_McAvoy #1089

Open Alex-McAvoy opened 2 months ago

Alex-McAvoy commented 2 months ago

https://alex-mcavoy.github.io/artificial-intelligence/deep-learning/deep-generative-model/a146b02f.html

【概述】原始 GAN 过于自由,训练会很容易失去方向,从而导致不稳定又效果差 Mehdi Mirza 于 2014 年提出了条件生成对抗网络(Conditional Generative Adversarial Networks,Conditional GAN),其在生成器和判别器的输入中增加了额外的先验条件信息,生成器生成的图片只有足够真实且与条件相符,才能够通过判别器,从而使得生成器更加可控