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02/23/2023
The Generalizability of Explanations
Due to the absence of ground truth, objective evaluation of explainabili...
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04/12/2022
Maximum Entropy Baseline for Integrated Gradients
Integrated Gradients (IG), one of the most popular explainability method...
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03/17/2022
Visualizing Global Explanations of Point Cloud DNNs
In the field of autonomous driving and robotics, point clouds are showin...
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10/08/2021
Explainability-Aware One Point Attack for Point Cloud Neural Networks
With the proposition of neural networks for point clouds, deep learning ...
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07/28/2021
Surrogate Model-Based Explainability Methods for Point Cloud NNs
In the field of autonomous driving and robotics, point clouds are showin...
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05/21/2021
