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Jul, 2017
从手绘图像中学习推断图形程序
Learning to Infer Graphics Programs from Hand-Drawn Images
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Kevin Ellis, Daniel Ritchie, Armando Solar-Lezama, Joshua B. Tenenbaum
TL;DR
通过使用深度学习和程序合成技术将手绘图转化为LaTeX计算机图形程序的模型，包括提议可行的绘制基元的卷积神经网络和使用程序综合技术从跟踪中恢复计算机图形程序的模型。
Abstract
We introduce a model that learns to convert simple hand drawings into graphics programs written in a subset of \LaTeX. The model combines techniques from
deep learning
and
program synthesis
. We learn a
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