Applications Using GANs

Data Augmentation

• [NIPS2017
• [arXiv 5 Jun 2018
• [NIPS2017

Image Synthesis

• [CVPR2019

Image translation

• [CVPR2019

Medical Images

• [arXiv 19 Sep 2018
• [arXiv 3 Mar 2018
• [ISBI 2018
• [arXiv 28 Nov 2018

Other Applications

• [AAAI2019
• the-gan-zoo
• GAN-Timeline
• really-awesome-gan
• AdversarialNetsPapers
• Awesome GAN for Medical Imaging

Semi-supervised Learning

• [NIPS2016
• [NIPS2017
• [NIPS2017
• [arXiv 2016
• [arXiv 2015
• [NIPS2017

Super-resolution

• [CVPR2017 - SRGAN)
• [ECCV2018 workshop

Text to Image

• [ICML2016 - to-Image-Synthesis)
• [ICML2016 - to-Image-Synthesis)

Conditional GANs

• [ICLR2019
• [ICLR2019
• [ICLR2019
• [ICLR2018

GAN Architectures

• [arXiv
• [arXiv 12 Dec 2018
• [arXiv 21 May 2018

Others

• [arXiv 19 Feb 2019
• [CVPR2019

Overview

• [arXiv 13 Nov 2018

Training GANs

• [NIPS2016 - pytorch)