Fast Explanation Using Shapley Value for Object Detection

In explainable artificial intelligence (XAI) for object detection, saliency maps are employed to highlight important regions for a learned model’s prediction. However, a trade-off exists wherein the higher the accuracy of explanation results, the higher the computational cost, posing a ch...

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Bibliographic Details
Main Authors: Michihiro Kuroki, Toshihiko Yamasaki
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10445187/