The paper proposes an architecture-aware explanation audit protocol demonstrating that perturbation-based faithfulness is bounded by structural compatibility between explainer and model readout rather than architecture family.
D., & Fergus, R.Visualizing and Understanding Convolutional Networks(Oc- clusion sensitivity)
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Architecture-Aware Explanation Auditing for Industrial Visual Inspection
The paper proposes an architecture-aware explanation audit protocol demonstrating that perturbation-based faithfulness is bounded by structural compatibility between explainer and model readout rather than architecture family.