RSN-GAN-Based Image Translation
2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)（2021）
摘要
A new image translation method is proposed to solve the problems existing in the current image translation models, such as the detail loss in the generated images and training instability. In this paper, ResNet is added to the generator network to solve the degradation problem in the process of deep network training through residual learning. After each convolution layer in the discriminator netwo...
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关键词
Training,Degradation,Convolution,Big Data,Generative adversarial networks,Generators,Residual neural networks
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