BriefGPT.xyz
Oct, 2017
StackGAN++:堆叠生成对抗网络实现逼真图像合成
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
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Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang...
TL;DR
本文提出了堆叠式生成式对抗网络(Stackgan),该网络采用两个阶段和多个生成器和判别器构成的树状结构,用于高分辨率、逼真的图像生成。经过大量实验验证,该网络在生成逼真图像方面表现优于其他方法。
Abstract
Although
generative adversarial networks
(GANs) have shown remarkable success in various tasks, they still face challenges in generating high quality images. In this paper, we propose Stacked
generative adversarial netw
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