A new framework derives GradCAM and HiResCAM from Shapley values via Taylor expansion and introduces ShapleyCAM, a Hessian-based explanation method.
BMC Medical Informat- ics and Decision Making 20, 1–9 (2020)
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CAMs as Shapley Value-based Explainers
A new framework derives GradCAM and HiResCAM from Shapley values via Taylor expansion and introduces ShapleyCAM, a Hessian-based explanation method.