Using Pix2Pix and CycleGAN on four standard datasets, the paper finds that L1 loss and paired supervision beat alternatives in FID, precision, and recall, a conclusion already found in the cited literature.
Deblurgan-c: image restoration using gan and a correntropy based loss function in degraded visual environments
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Paired and Unpaired Image to Image Translation using Generative Adversarial Networks
Using Pix2Pix and CycleGAN on four standard datasets, the paper finds that L1 loss and paired supervision beat alternatives in FID, precision, and recall, a conclusion already found in the cited literature.