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Mar, 2024
基于对比学习和频谱滤波器配置的图像生成精炼的光谱翻译
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile
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Seokjun Lee, Seung-Won Jung, Hyunseok Seo
TL;DR
该研究提出了一种基于对比学习的频谱转换框架(STIG),以改善生成对抗网络和扩散模型的图像生成性能,通过对图像的频谱进行精炼,减少频谱异常,提高图像质量。
Abstract
Currently,
image generation
and synthesis have remarkably progressed with
generative models
. Despite photo-realistic results, intrinsic discrepancies are still observed in the
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