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A Comprehensive Review of Explainable Artificial Intelligence (XAI) in Computer Vision

Zhu Cheng et al. · 2025
OpenAlex · Papers · License: CC BY 4.0 · 2025
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artificial-intelligencecomputer-sciencedata-mininginterpretabilitymachine-learningpersonalization
Explainable Artificial Intelligence (XAI) is increasingly important in computer vision, aiming to connect complex model outputs with human understanding. This review provides a focused comparative analysis of representative XAI methods in four main categories, attribution-based, activation-based, pe
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