Two key questions for any deep learning task involve questions around its optimization. First, when should we stop training or, alternatively, how long should we train for before the gains are not ...

In this paper, we present an enhanced model to overcome the drawbacks of the traditional Pix2pix GAN (Image-to-Image Translation with Conditional Adversarial Networks) in generating performance for ...