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  • Erik Linder-Norén
  • PyTorch-GAN
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  • !32

Fix MUNIT style loss calculation

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Merged Administrator requested to merge github/fork/chrschorn/fix-munit-style-loss into master Dec 30, 2018
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Created by: chrschorn

Hi,

I have a question/possible fix: shouldn't the MUNIT style loss calculation be slightly different?

Before my proposed change, s_code_12 was compared against style_1. However, s_code_12 is essentially calculated by s_code_12 = Enc2(Dec2(c_code_1, style_2) (see lines 177, 181 and 190), i.e. created by style_2. The cyclic translation result s_code_12 should then be compared against the original style code style_2. Same applies to the other style loss.

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Source branch: github/fork/chrschorn/fix-munit-style-loss