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researcher

Joel Oskarsson

12 papers hereh-index 9240 citations16 works total

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

author position
  • first author4
  • middle author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.RO2
  • stat.ML2
  • cs.AI1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedTemporal Graph Neural Networks for Irregular Data

7 citations · 33 across the 12 of their papers we have counts for

collaborators
Showing cs.ROShow all

2 papers · 1 filter

cs.RO2023

Evaluation of Differentially Constrained Motion Models for Graph-Based Trajectory Prediction

Theodor Westny, Joel Oskarsson, Björn Olofsson +1

Given their flexibility and encouraging performance, deep-learning models are becoming standard for motion prediction in autonomous driving. However, with great flexibility comes a…

cs.RO2023★ 2 cited

MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs

Theodor Westny, Joel Oskarsson, Björn Olofsson +1

Enabling resilient autonomous motion planning requires robust predictions of surrounding road users' future behavior. In response to this need and the associated challenges, we int…

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