BriefGPT.xyz
Apr, 2023
二元潜在扩散
Binary Latent Diffusion
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Ze Wang, Jiang Wang, Zicheng Liu, Qiang Qiu
TL;DR
本文基于自动编码器训练了一个伯努利编码分布的二元潜空间模型,用于图像压缩和高分辨率图像生成。结果表明该方法无需使用多级层次结构即可大幅提高采样效率,生成的图像质量好且效果与现有先进方法相当。
Abstract
In this paper, we show that a
binary latent space
can be explored for compact yet expressive
image representations
. We model the bi-directional mappings between an image and the corresponding latent binary repres
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