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Literatures for the application of GAN in image processing.
| References | Model | Public dataset |
|---|---|---|
| Mirza and Osindero (30) | CGAN | MNIST |
| Radford et al. (31) | DCGAN | LSUN, IMAGENET-1K |
| Nowozin et al. (32) | f-GAN | MNIST Digits, LSUN |
| Zhao et al. (34) | EBGAN | MNIST digit, LSUN, CelebA, ImageNet |
| Arjovsky et al. (26) | WGAN | LSUN-Bedrooms |
| Karras et al. (37) | proGAN | CelebA, LSUN |
| Ledig et al. (12) | SRGAN | Set5, Set14, BSD100 |
| Pathak et al. (38) | Context encoder | Paris Street View, ImageNet |
