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Black-box Explanation of Object Detectors via Saliency Maps

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), (2021)

Cited by: 4|Views86
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Abstract

We propose D-RISE, a method for generating visual explanations for the predictions of object detectors. D-RISE can be considered "black-box" in the software testing sense, it only needs access to the inputs and outputs of an object detector. Compared to gradient-based methods, D-RISE is more general and agnostic to the particular type o...More

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Mehra Ashutosh
Mehra Ashutosh
Ordonez Vicente
Ordonez Vicente
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