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An GAN that just made verbatim copies from the training set would not be able to smoothly interpolate in latent space. Also, see Fig. 10 in the paper at http://research.nvidia.com/publication/2017-10_Progressive-G....



But they seemed to have picked closest neighbors in pixel space instead of z-space, which is not the best idea, no?




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