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- W4385473465 abstract "A CF explainer identifies the minimum modifications in the input that would alter the model's output to its complement. In other words, a CF explainer computes the minimum modifications required to cross the model's decision boundary. Current deep generative CF models often work with user-selected features rather than focusing on the discriminative features of the black-box model. Consequently, such CF examples may not necessarily lie near the decision boundary, thereby contradicting the definition of CFs. To address this issue, we propose in this paper a novel approach that leverages saliency maps to generate more informative CF explanations. Source codes are available at: https://github.com/Amir-Samadi//Saliency_Aware_CF." @default.
- W4385473465 created "2023-08-02" @default.
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- W4385473465 date "2023-07-28" @default.
- W4385473465 modified "2023-09-23" @default.
- W4385473465 title "SAFE: Saliency-Aware Counterfactual Explanations for DNN-based Automated Driving Systems" @default.
- W4385473465 doi "https://doi.org/10.48550/arxiv.2307.15786" @default.
- W4385473465 hasPublicationYear "2023" @default.
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