Architecture and algorithm development for generative adversarial networks

• المؤلف الرئيسي: Yazici, Yasin
• مؤلفون آخرون: Yap Kim Hui
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/142989

Generative Adversarial Networks (GANs) are recently invented generative models which can produce highly realistic samples such as images. In GANs framework, a generator and a discriminator play a game against each other. The discriminator aims to find differences between the data distribution and th...