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researcher

J. Schumann

16 papers hereh-index 582 citations23 works total

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

author position
  • first author9
  • middle author7

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.RO5
  • cs.AI2
  • cs.HC1
same name
  • J. Schumann — 54 papers, h 17
  • J. Schumann — 11 papers, h 25
  • J. Schumann — 4 papers, h 2
  • J. Schumann — 4 papers, h 12
  • J. Schumann — 1 paper, h 20
  • J. Schumann — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedBenchmark for Models Predicting Human Behavior in Gap Acceptance Scenarios

13 citations · 23 across the 16 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.RO2024★ 2 cited

A survey on robustness in trajectory prediction for autonomous vehicles

Jeroen Hagenus, Frederik Baymler Mathiesen, Julian F. Schumann +1

Autonomous vehicles rely on accurate trajectory prediction to inform decision-making processes related to navigation and collision avoidance. However, current trajectory prediction…

cs.LG2024★ 1 cited

ROME: Robust Multi-Modal Density Estimator

Anna Mészáros, Julian F. Schumann, Javier Alonso-Mora +2

The estimation of probability density functions is a fundamental problem in science and engineering. However, common methods such as kernel density estimation (KDE) have been demon…

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