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Summary of all trained networks: their loss functions and trainable networks.
| Network | Loss |
|---|---|
| CNN-MSE | minG LMSE (G) |
| WGAN-MSE | minG maxG LWGAN (G, D) + λ2LMSE (G) |
| CNN-VGG | minG LVGG (G) |
| WGAN-VGG | minG maxG LWGAN (G, D) + λ1LVGG (G) |
| WGAN | minG maxG LWGAN (G, D) |
| GAN | minG maxG LGAN (G, D) |
