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05/25/2022
A Human-Centric Assessment Framework for AI
With the rise of AI systems in real-world applications comes the need fo...
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04/25/2022
Combining Visual Saliency Methods and Sparse Keypoint Annotations to Providently Detect Vehicles at Night
Provident detection of other road users at night has the potential for i...
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07/23/2021
Provident Vehicle Detection at Night for Advanced Driver Assistance Systems
In recent years, computer vision algorithms have become more and more po...
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05/27/2021
A Dataset for Provident Vehicle Detection at Night
In current object detection, algorithms require the object to be directl...
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12/31/2020
Provident Vehicle Detection at Night: The PVDN Dataset
For advanced driver assistance systems, it is crucial to have informatio...
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12/03/2020
Radar Artifact Labeling Framework (RALF): Method for Plausible Radar Detections in Datasets
Research on localization and perception for Autonomous Driving is mainly...
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02/01/2019
Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks
Adversarial attacks and the development of (deep) neural networks robust...
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12/04/2018