Feature map loss

[John1231983]

Hi. Because the data is unpaired. So, Is the feature map correct, eq. (1)?

Feature Matching Loss. To increase the stability of the model, our objective
function uses a feature matching loss

The eq. 1 take MSE for the feature in D network. However, the data is unpaired, so the real feature from A and fake feature from A also unpaired. Is it correct using direct MSE to compute the feature map between real A and fake A features?

[gdwei]

same question.

[Skylion007]

Yep. It's unpaired, but still a reasonable perceptual loss.