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Training for parent discriminator #11

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MikeXuQ opened this issue Jan 21, 2020 · 3 comments
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Training for parent discriminator #11

MikeXuQ opened this issue Jan 21, 2020 · 3 comments

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@MikeXuQ
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MikeXuQ commented Jan 21, 2020

Hi, thanks for publishing your code. But after I reading the code, it makes me confused that the parent discriminator seems not to be updated anymore after initialized. It seems to be different from the paper. Have I ever missed anything important?
Looking forward to your answer, thanks!

@kidach1
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kidach1 commented Jan 21, 2020

hi, parent discriminator seems to be updated at line 335 of train.py through information loss backward.
(and as written in the paper, adversarial loss isn't used in the parent stage.)

@utkarshojha
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Hi MikeXuQ,

The parent discriminator doesn't get trained as a usual discriminator. Instead, it gets optimized for the mutual information loss at the parent stage, along with the generator weights.

@MikeXuQ
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MikeXuQ commented Jan 25, 2020

Hi MikeXuQ,

The parent discriminator doesn't get trained as a usual discriminator. Instead, it gets optimized for the mutual information loss at the parent stage, along with the generator weights.

Thanks a lot!

@MikeXuQ MikeXuQ closed this as completed Jan 25, 2020
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