Research on deep learning framework for multi scale information graph generation and visualization enhancement based on self attention generative Adversarial Network

Abstract With the widespread adoption of Generative Adversarial Networks (GANs) in image generation and processing, enhancing their generation quality and visualization capabilities has become a prominent research focus. This study introduces a deep learning framework that integrates multi-scale inf...

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Bibliographic Details
Main Author: Qian Zhou
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Applied Sciences
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Online Access:https://doi.org/10.1007/s42452-025-07306-5
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