生成式对抗网络应用领域综述

An Overview of Generative Adversarial Network Applications

近年来,人工智能高速发展,各种神经网络层出不穷。介绍了生成式对抗网络的基本原理,以及GAN在图像、音频、视频3大领域中的应用,包括风格转换、音频生成、视频生成等。根据现有研究,分析了当前生成式对抗网络发展中的不足,并对未来的研究方向进行了展望。

In recent years,artificial intelligence has developed rapidly.Various neural networks have emerged endlessly.This paper introduces the basic principles of generative adversarial network,as well as GAN’s application in the three areas of image,audio,video,including image style transfer,audio generation,video generation,etc.The deficiencies of generative adversarial network and the future research directions are analyzed according to the existing research.