Interpretability

XAI Methods - Deconvolution

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What is Deconvolution? How it is using CNN structure to make for interpretability?

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XAI Methods - Saliency

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What is Saliency? How it works and why the name confuses people?

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XAI Methods - The Introduction

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What are XAI methods? Interpretability vs Explainability. Taxonomy of the model interpretability. What are the Attribution Methods?

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Measuring XAI methods with Infidelity and Sensitivity

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The intuition behind Infidelity and Sensitivity metrics for XAI methods.

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