BriefGPT.xyz
Oct, 2021
图解图像分类器
Cartoon Explanations of Image Classifiers
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Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
TL;DR
CartoonX是一种新颖的模型无关的解释方法，针对图像分类器，基于率失真解释（RDE）框架，它通过要求其解释在小波域中是稀疏的来提取图像的相关平滑部分，尤其适用于分类错误问题，并且实现更低的失真和更少的系数。
Abstract
We present
cartoonx
(Cartoon Explanation), a novel model-agnostic explanation method tailored towards
image classifiers
and based on the
rate-dis
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