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Shap-CAM: Visual Explanations for Convolutional Neural Networks Based on Shapley Value

Quan Zheng, Ziwei Wang, Jie Zhou, Jiwen Lu

2022Lecture notes in computer science51 citationsDOI

Topics & Concepts

Computer scienceSalientConvolutional neural networkPixelArtificial intelligenceProcess (computing)Value (mathematics)Artificial neural networkClass (philosophy)Deep neural networksShapley valueImage (mathematics)Pattern recognition (psychology)Machine learningGame theoryEconomicsOperating systemMicroeconomicsExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningAdvanced Neural Network Applications
Shap-CAM: Visual Explanations for Convolutional Neural Networks Based on Shapley Value | Litcius