Generative Adversarial Networks
Earlier videos:
https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
References and further reading:
Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/
Generative Adversarial Nets:
http://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf
Progressive Growing of GANs for Improved Quality, Stability, and Variation (Generating Celebrities):
http://research.nvidia.com/publication/2017-10_Progressive-Growing-of
Generative Adversarial Text to Image Synthesis:
https://arxiv.org/pdf/1605.05396.pdf
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (CycleGAN):
https://arxiv.org/pdf/1703.10593.pdf
#deeplearning #machinelearning
Earlier videos:
https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
References and further reading:
Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/
Generative Adversarial Nets:
http://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf
Progressive Growing of GANs for Improved Quality, Stability, and Variation (Generating Celebrities):
http://research.nvidia.com/publication/2017-10_Progressive-Growing-of
Generative Adversarial Text to Image Synthesis:
https://arxiv.org/pdf/1605.05396.pdf
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (CycleGAN):
https://arxiv.org/pdf/1703.10593.pdf
#deeplearning #machinelearning