BriefGPT.xyz
Mar, 2024
DSEG-LIME -- 提升图像解释的分层数据驱动分割
DSEG-LIME -- Improving Image Explanation by Hierarchical Data-Driven Segmentation
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Patrick Knab, Sascha Marton, Christian Bartelt
TL;DR
DSEG-LIME通过数据驱动的分割方式,以及分层分割程序,提高了解释性,大部分的XAI评估指标都表现出了DSEG的优势,与人工识别的概念更加契合。
Abstract
explainable artificial intelligence
is critical in unraveling decision-making processes in complex machine learning models.
lime
(Local Interpretable Model-agnostic Explanations) is a well-known XAI framework for
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