Extracting Interpretable Concept-Based Decision Trees from CNNs

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Extracting Interpretable Concept-Based Decision Trees from CNNs

11 June 2019

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Papers citing "Extracting Interpretable Concept-Based Decision Trees from CNNs"

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Title
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection Georgii Mikriukov Gesina Schwalbe Franz Motzkus Korinna Bade AAML 72 1 0 25 Mar 2024
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade 60 2 0 30 Apr 2023
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade FAtt 78 9 0 28 Apr 2023
Interpreting Neural Policies with Disentangled Tree Representations Tsun-Hsuan Wang Wei Xiao Tim Seyde Ramin Hasani Daniela Rus DRL 111 2 0 13 Oct 2022
Concept Embedding Analysis: A Review Gesina Schwalbe 70 28 0 25 Mar 2022