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ProgDTD:使用双尾端下降训练的渐进学习图像压缩【英文版】.pdf |
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英文标题:ProgDTD: Progressive Learned Image Compression with Double-Tail-Drop Training中文摘要:本文介绍的 ProDTD 是一种训练方法,可将非渐进式图像压缩方法转化为渐进式图像压缩方法,适用于基于 CNN 的学习图像压缩模型,不需要额外的参数,并具有定制化的渐进程度。将 ProDTD 应用于 hyperprior 模型,实验结果显示它在 MS-SSIM 和准确性方面表现出与非渐进式及其他先进渐进式模型相当的性能。英文摘要:Progressive compression allows images to start loading as low-resolutionversions, becoming clearer as more data is received. This increases userexperience when, for example, network connections are slow. Today, mostapproaches for image compressio
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