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May, 2017
GeneGAN:从非配对数据中学习目标转化和属性子空间
GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data
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Shuchang Zhou, Taihong Xiao, Yi Yang, Dieqiao Feng, Qinyao He...
TL;DR
本文介绍了一种利用样例图像进行对象转换的模型,该模型可以从两组不配对的图像中学习对象转换,通过生成模型从弱标记的数据中学习分离的属性子空间。该模型在CelebA和Multi-PIE数据集上进行了实验验证。
Abstract
object transfiguration
replaces an object in an image with another object from a second image. For example it can perform tasks like "putting exactly those eyeglasses from image A on the nose of the person in image B". Usage of
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