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Mutual Information Generative Adversarial Networks (InfoGAN)

逐行源码阅读中文笔记。InfoGAN比起GAN的随机噪声中多了十来维的控制噪音c(如Mnist的数字类别,粗细等),然后优化互信息用了一个Q网络来得到“下界”(实际上这个网络是预测了类别c)。

blog解读:https://blog.csdn.net/qq_39388410/article/details/96306813

建议阅读顺序:model.py-->trainer.py-->main.py

原paper: Mutual Information Generative Adversarial Networks

原code: https://github.com/JonathanRaiman/tensorflow-infogan

pytorch版本:https://github.com/pianomania/infoGAN-pytorch