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Discriminator Working #45

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atharvasune opened this issue Mar 12, 2020 · 1 comment
Open

Discriminator Working #45

atharvasune opened this issue Mar 12, 2020 · 1 comment

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@atharvasune
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Hi, great work guys! I am a bit curious about the forward method of Discriminator. Why are we returning a list of outputs of Convlayers ? I did not understand the reason behind it. Could someone please explain it to me. 😅
@nwatab
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nwatab commented Mar 14, 2020

It is because of feature matching. It updates hidden layers in discriminator, so that
D(x) and D(G(z)) get closer. From the paper,

a feature matching term [40], which essentially is a perceptual similarity measure, computed using
discriminator (it helps with the stability of the training):

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@nwatab @atharvasune