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DGANs learn to generate realistic faces. Do you think it's impossible, because there are so many different faces?

• YeGoblynQueenne 8y ago
  The generation is limited to features very close to the ones seen by the network in examples - i.e., to a limited domain. Here is an explanation of the limited ability of deep networks to generalise beyond their dataset, by Francois Cholet (maintainer of Keras): https://blog.keras.io/the-limitations-of-deep-learning.html https://blog.keras.io/the-limitations-of-deep-learning.html
  • red75prime 8y ago
    (Shrug) NNs are universal function approximators. A critique of existing approaches is important, but it will not last.