Interpretability
XAI Methods - Deconvolution
10 min readWhat is Deconvolution? How it is using CNN structure to make for interpretability?
ReadXAI Methods - Saliency
10 min readWhat is Saliency? How it works and why the name confuses people?
ReadXAI Methods - The Introduction
30 min readWhat are XAI methods? Interpretability vs Explainability. Taxonomy of the model interpretability. What are the Attribution Methods?
ReadMeasuring XAI methods with Infidelity and Sensitivity
24 min readThe intuition behind Infidelity and Sensitivity metrics for XAI methods.
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