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Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks

6 March 2022

Papers citing "Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks"

3 / 3 papers shown

Title
False Sense of Security in Explainable Artificial Intelligence (XAI) N. C. Chung Hongkyou Chung Hearim Lee L. Brocki Hongbeom Chung George C. Dyer 108 2 0 06 May 2024
Class-Discriminative Attention Maps for Vision Transformers L. Brocki Jakub Binda N. C. Chung MedIm 116 4 0 04 Dec 2023
Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science P. Bommer M. Kretschmer Anna Hedström Dilyara Bareeva Marina M.-C. Höhne 105 39 0 01 Mar 2023