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researcher

Kevin Kollek

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedQuantification of Uncertainties in Deep Learning-based Environment Perception

4 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 4 cited

Quantification of Uncertainties in Deep Learning-based Environment Perception

Marco Braun, Moritz Luszek, Jan Siegemund +2

In this work, we introduce a novel Deep Learning-based method to perceive the environment of a vehicle based on radar scans while accounting for uncertainties in its predictions. T…

cs.CV2023★ 3 cited

Semantic Segmentation of Radar Detections using Convolutions on Point Clouds

Marco Braun, Alessandro Cennamo, Markus Schoeler +2

For autonomous driving, radar sensors provide superior reliability regardless of weather conditions as well as a significantly high detection range. State-of-the-art algorithms for…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.