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- W4290375100 abstract "This survey reviews explainability methods for vision-based self-driving systems trained with behavior cloning. The concept of explainability has several facets and the need for explainability is strong in driving, a safety-critical application. Gathering contributions from several research fields, namely computer vision, deep learning, autonomous driving, explainable AI (X-AI), this survey tackles several points. First, it discusses definitions, context, and motivation for gaining more interpretability and explainability from self-driving systems, as well as the challenges that are specific to this application. Second, methods providing explanations to a black-box self-driving system in a post-hoc fashion are comprehensively organized and detailed. Third, approaches from the literature that aim at building more interpretable self-driving systems by design are presented and discussed in detail. Finally, remaining open-challenges and potential future research directions are identified and examined." @default.
- W4290375100 created "2022-08-07" @default.
- W4290375100 creator A5017841821 @default.
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- W4290375100 creator A5037212744 @default.
- W4290375100 creator A5053586057 @default.
- W4290375100 date "2022-08-07" @default.
- W4290375100 modified "2023-10-04" @default.
- W4290375100 title "Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges" @default.
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