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Deeplearing-GAN

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Papers

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  1. [1406.2661] Generative Adversarial Networks
  2. [1511.06434] Unsupervised Representation Learning with Deep Convolutional Generative Ad...
  3. GENERATIVE UNADVERSARIAL NETWORKS
  4. NIPS 2016 Tutorial: Generative Adversarial Networks
  5. [1606.03498] Improved Techniques for Training GANs
  6. [1606.03657] InfoGAN: Interpretable Representation Learning by Information Maximizing G...
  7. 1 more

Blogs

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  1. Generative adversarial networks
  2. 겐스는 왜 기존 비창의 인공지능과 다른가?
  3. 초짜 대학원생 입장에서 이해하는 Generative Adversarial Nets (1)
  4. 초짜 대학원생의 입장에서 이해하는 Domain-Adversarial Training of Neural Networks (DANN) (1)
  5. 초짜 대학원생의 입장에서 이해하는 InfoGAN (2)
  6. RI Seminar: Yann LeCun : The Next Frontier in AI: Unsupervised Learning
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Examples

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  1. Generative Adversarial Nets in TensorFlow (Part I)
  2. GANs in 50 lines of pytorch
  3. Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
  4. 번역 - Generative Adversarial Network (GAN) 설명
  5. An introduction to Generative Adversarial Networks (with code in TensorFlow) - AYLIEN
  6. OpenAI: Generative Models
  7. 15 more

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  1. What are some recent and potentially upcoming breakthroughs in deep learning?
  2. Ian Goodfellow's answer to In what way are Adversarial Networks related or different to...
  3. What are some recent and potentially upcoming breakthroughs in deep learning?
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