2 papers
cs.CV2018
Adversarial Feedback Loop
Firas Shama, Roey Mechrez, Alon Shoshan +1
Thanks to their remarkable generative capabilities, GANs have gained great popularity, and are used abundantly in state-of-the-art methods and applications. In a GAN based model, a…
cs.CV2018
Maintaining Natural Image Statistics with the Contextual Loss
Roey Mechrez, Itamar Talmi, Firas Shama +1
Maintaining natural image statistics is a crucial factor in restoration and generation of realistic looking images. When training CNNs, photorealism is usually attempted by adversa…