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Multi-path Explanations Library (m-pax_lib)

Authors: Lukas Klein, João B. S. Carvalho

Keywords: Explanatory AI, Disentangled Representations, Shortcut Detection, Medical Imaging

This repository contains a framework which allows for enhanced model interpretability and model robustness. The framework utilizes interpretable disentangled representations for downstream-task prediction which are in a second step visualized and evaluated through a multipath-attribution mapping.

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License
Apache License 2.0

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