research
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03/06/2023
Histogram-based Deep Learning for Automotive Radar
There are various automotive applications that rely on correctly interpr...
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02/17/2022
DeepHybrid: Deep Learning on Automotive Radar Spectra and Reflections for Object Classification
Automated vehicles need to detect and classify objects and traffic parti...
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09/27/2021
Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing
Object type classification for automotive radar has greatly improved wit...
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08/12/2021
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities
Common deep neural networks (DNNs) for image classification have been sh...
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06/28/2021