Sheng-Wei Huang

AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation

Deep learning based image-to-image translation methods aim at learning the joint distribution of the two domains and finding transformations between them. Despite recent GAN (Generative Adversarial Network) based methods have shown compelling visual results, they are prone to fail at preserving imag…