DGattGAN: Cooperative Up-Sampling Based Dual Generator Attentional GAN on Text-to-Image Synthesis

Text-to-image synthesis task aims at generating images consistent with input text descriptions and is well developed by the Generative Adversarial Network (GAN). Although GAN based image generation approaches have achieved promising results, synthesizing quality is sometimes unsatisfied due to discu...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.29584-29598
Hauptverfasser:	Zhang, Han, Zhu, Hongqing, Yang, Suyi, Li, Wenhao
Format:	Artikel
Sprache:	eng
Schlagworte:	Asymmetric information feeding cooperative up-sampling dual generator Gallium nitride Generative adversarial networks Generators Image processing Image quality Image resolution Image synthesis Sampling Synthesis Task analysis text-to-image synthesis Visualization
Online-Zugang:	Volltext
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