原始文章
1、Generative Adversarial Nets （arXiv:1406.2661v1）2014-6-10
GAN演变
1、Conditional Generative Adversarial Nets （arXiv:1411.1784v1）2014-12-6
2、InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
（arXiv:1606.03657v1）2016-6-12
3、UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS （arXiv:1511.06434v2）2016-6-7
4、Maximum-Likelihood Augmented Discrete Generative Adversarial Networks （arXiv:1702.07983v1）2017-2-26
5、SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient 2017
6、Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models （arXiv:1705.10843v3
） 2018-2-7
7、Wasserstein GAN （arXiv:1701.07875v2）2017-3-9
8、Improved Training of Wasserstein GANs （arXiv:1704.00028v3）2017-12-25
9、Least Squares Generative Adversarial Networks （arXiv:1611.04076v3）2017-4-5
text-image
1、StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks （arXiv:1612.03242v1） 2016-11-10
2、DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks （arXiv:1802.06454v1）
2018-2-18
3、Generative Adversarial Text to Image Synthesis （arXiv:1605.05396v2）2016-6-5
超分辨率
1、Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
（arXiv:1609.04802v5）2017-5-25
2、High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs （arXiv:1711.11585v1）2017-11-30
3、
视频预测、自动驾驶
1、Learning a Driving Simulator （arXiv:1608.01230v1）2016-8-3
2、Dual Motion GAN for Future-Flow Embedded Video Prediction （arXiv:1708.00284v2）2017-8-3
3、Temporal Generative Adversarial Nets with Singular Value Clipping （arXiv:1611.06624v3）2017-8-18
4、Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks（）
（arXiv:1709.07592v3）2018-3-30
5、Generating Videos with Scene Dynamics （arXiv:1609.02612v3）2016-10-26
强化学习
1、Connecting Generative Adversarial Networks and Actor-Critic Methods （arXiv:1610.01945v3）2017-1-18
其它：
股票预测
Stock Market Prediction on High-Frequency Data Using Generative Adversarial Nets 2018
棋类：
STYLE TRANSFER GENERATIVE ADVERSARIAL NETWORKS: LEARNING TO PLAY CHESS DIFFERENTLY
（arXiv:1702.06762v2）2017-5-7
网络安全：
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN （arXiv:1702.05983v1）2017-2-20