BriefGPT.xyz
Apr, 2021
训练一个 GAN 在 StyleSpace 中解释分类器
Explaining in Style: Training a GAN to explain a classifier in StyleSpace
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Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan...
TL;DR
利用StylEx的生成模型,从StyleGAN的StyleSpace中选择解释性特征来为图像分类模型提供图像特定的解释和可视化。
Abstract
image classification
models can depend on multiple different semantic attributes of the image. An explanation of the decision of the classifier needs to both discover and visualize these properties. Here we present
styl
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