Instance Normalization: The Missing Ingredient for Fast Stylization

27 Jul 2016Dmitry Ulyanov • Andrea Vedaldi • Victor Lempitsky

It this paper we revisit the fast stylization method introduced in Ulyanov et. We show how a small change in the stylization architecture results in a significant qualitative improvement in the generated images. The change is limited to swapping batch normalization with instance normalization, and to apply the latter both at training and testing times.

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