Human Folly about “DCGANs”

index

• (arxiv.org):

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

  on 02016-10-03
• Generative models (openai.com):

  an overview of "generative models" such as #DCGANs. #machine-learning

  on 02016-06-21
• 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