InfoGAN论文理解及复现
by AHU Random_Walker
主要从四个方面来了解相关工作,即
MotivationRelated Work-MethodExperimentsConclusion
然后有三个过程来复现代码,最后的疑问算是对整个框架和代码细节问题的汇总吧
框架代码实现与结果总结与疑问
参…
论文下载 bib:
inproceedings{chenduan2016infogan,author {Xi Chen and Yan Duan and Rein Houthooft and John Schulman and Ilya Sutskever and Pieter Abbeel},title {InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Advers…
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel
https://arxiv.org/abs/1606.03657 一、从GAN到InfoGAN
1.GAN存在的问题
GAN通…