GAN分类-2019年暂停更新

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、EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis （arXiv:1612.07919v2）2017-7-30

 

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

6、Video-to-Video Synthesis 2018

7、Video Generation From Text （arXiv:1710.00421v1） 2017-10-1

8、Everybody Dance Now （arXiv:1808.07371v1）2018-8-22

图像合成&图像翻译

1、Image-to-Image Translation with Conditional Adversarial Networks （arXiv:1611.07004v2）2017-11-22

2、High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs （arXiv:1711.11585v1）2017-11-30

3、Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks （arXiv:1703.10593v5）2018-8-30

 

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