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05/20/2023
Model Debiasing via Gradient-based Explanation on Representation
Machine learning systems produce biased results towards certain demograp...
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05/05/2023
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models
We examined whether embedding human attention knowledge into saliency-ba...
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03/30/2022
Sensor Data Validation and Driving Safety in Autonomous Driving Systems
Autonomous driving technology has drawn a lot of attention due to its fa...
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10/20/2021
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems
For autonomous driving, an essential task is to detect surrounding objec...
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08/06/2021