[Deep learning] Recent development of Generative Adversarial Networks (GANs)

Introduction of cGANs, pix2pix, and Cycle GANs

In this post, I would like to discuss the recent development in GANs.

Conditional GANs (cGANs)

The original GANs trains the generator and discriminator with no supplementary information. Therefore, Conditional GANs(cGANs)[5] adds some condition constraints to GANs such that the model is more capable of handling different contextual information.