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GAN: Generative Adversarial Networks

GAN Goodfellow

• Generative Adversarial Networks - Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio - 2014 paper
• 초짜 대학원생 입장에서 이해하는 Generative Adversarial Nets #1 - 유재준 blog
• 초짜 대학원생 입장에서 이해하는 Generative Adversarial Nets #2 - 유재준 blog
• PR12 GANs - Jaejun Yoo youtube
• [PR12] intro. to gans - jaejun yoo SlideShaer
• pytorch-generative-adversarial-networks - devnag github
• GAN using PyTorch for Goodfellow paper github
• GAN using PyTorch for MNIST github
• Tensowflow Tutoral - Gan - Golbin github

DCGAN

• Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks - 2016 paper

LSGAN

• Least Squares Generative Adversarial Networks - 2016 paper

coGAN

• Coupled Generative Adversarial Networks - 2016 paper

Cycle GAN

• Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks - 2017 blog
• pytorch-CycleGAN-and-pix2pix - junyanz github
• Finding connections among images using CycleGAN - 박태성 youtube

DiscoGAN

• Learning to Discover Cross-Domain Relations with Generative Adversarial Networks - 2017 blog
• DiscoGAN - SKTBrain github
• DiscoGAN - taeoh-kim github