Mihaela Grigore
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Mihaela Grigore
  • πŸ‘‹About
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    • Machine Learning in Production
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  • πŸ“šReadings & other media
    • Computer Vision
    • NLP
    • Time Series
    • Generative Adversarial Netoworks (GAN)
    • Python
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  1. πŸ“šReadings & other media

Generative Adversarial Netoworks (GAN)

  • Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. Generative adversarial nets. In Advances in neural information processing systems, pages 2672–2680,arrow-up-right 2014. -> the 'vanilla' GAN paper

  • Andrew Brock, Jeff Donahue, and Karen Simonyan. Large scale gan training for high fidelity natural image synthesis. arXiv preprint arXiv:1809.11096,arrow-up-right 2018. -> BigGAN architecture; which also inspired Alonso et al 2018 for their text generation GAN (see my section on HTG readings herearrow-up-right)

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Last updated 3 years ago