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researcher

Stefan Rudolph

5 papers hereh-index 9248 citations29 works total

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

author position
  • first author1
  • middle author1
  • last author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • physics.soc-ph2
  • cs.CV1
  • cs.LG1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedKnowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

14 citations · 17 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 1 cited

Segmentation-guided Domain Adaptation for Efficient Depth Completion

Fabian Märkert, Martin Sunkel, Anselm Haselhoff +1

Complete depth information and efficient estimators have become vital ingredients in scene understanding for automated driving tasks. A major problem for LiDAR-based depth completi…

cs.LG2022★ 14 cited

Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

Julian Wörmann, Daniel Bogdoll, Christian Brunner +49

The availability of representative datasets is an essential prerequisite for many successful artificial intelligence and machine learning models. However, in real life applications…

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