Tutorial

From NIPS 2016 Tutorial

https://arxiv.org/pdf/1701.00160.pdf

https://media.nips.cc/Conferences/2016/Slides/6202-Slides.pdf

  1. Why study generative models?
    • Excellent test of our ability to use high-dimensional,
    • complicated probability distributions
    • Simulate possible futures for planning or simulated RL Missing data
    • Semi-supervised learning Multi-modal outputs Realistic generation tasks

Understanding

http://cs.stanford.edu/people/karpathy/gan/

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