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Updated: Sep 10, 2025

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使用VAE,GAN和扩散模型架构进行合成科学图像生成

Zineb Sordo1, Eric Chagnon1, Zixi Hu1

  • 1Applied Math and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.

Journal of imaging
|August 27, 2025
PubMed
概括

像GAN这样的生成人工智能模型擅长创建现实的科学图像, 但验证它们的准确性需要专家的意见. 需要进一步的研究来解决更广泛的科学应用的解释性和计算成本方面的挑战.

关键词:
产生敌对网络扩散情况生成性人工智能图像生成合成数据

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