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Jul, 2017
使用约束嵌入空间映射条件生成多模态数据
Conditional generation of multi-modal data using constrained embedding space mapping
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Subhajit Chaudhury, Sakyasingha Dasgupta, Asim Munawar, Md. A. Salam Khan, Ryuki Tachibana
TL;DR
提出一种条件生成模型,将多种数据的低维嵌入映射到公共潜在空间,并提取它们之间的语义关系,可从普通MNIST数字中提取颜色和语音输入,并进行独立条件推断。
Abstract
We present a
conditional generative model
that maps low-dimensional embeddings of multiple modalities of data to a
common latent space
hence extracting
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