Human Folly about “GANs”

index

• (arxiv.org):

  #PDF of “Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks” maybe the best #paper on #GANs

  on 02017-05-19
• 2016 12 04 NIPS (iangoodfellow.com):

  #PDF of the tutorial slides on #GANs #neural-networks

  on 02017-03-11
• (arxiv.org):

  #paper on #DCGANs (variety “introspective adversarial networks”) for photo editing. #deep-learning #neural-networks #GANs #machine-learning

  on 02016-10-03
• Autoencoding blade Runner (medium.com):

  Terry Broad (“Artist and research student in the Computing Department”) uses #DCGANs in #TensorFlow to generate simplified representations of Blade Runner frames and see what they look like. #GANs #art

  on 02016-05-24
• (arxiv.org):

  “Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks”, by Alec Radford, Luke Metz, and Soumith Chintala, generated realistic images of bedrooms with convolutional #deep-learning #neural-networks by simultaneously training two networks in a sort of Turing test: one that tried to generate realistic images of bedrooms and one that tried to distinguish between the real images and fake ones. They call this technique "DCGANs". #GANs #machine-learning

  on 02016-05-24