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Encoding in Style: A StyleGAN Encoder for Image-to-Image ...

3.1. Loss Functions While the style-based translation is the core part of our framework, thechoiceoflossesisalsocrucial. Ourencoder is trained using a weighted combination of several objec-tives. First, we utilize the pixel-wise L2 loss, L2 (x)=||x−pSp(x)||2. (1) Inaddition,tolearnperceptualsimilarities,weutilizethe

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