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L. Svensson

28 papers hereh-index 395.9k citations157 works total

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

author position
  • middle author21
  • last author7

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • eess.SP9
  • cs.LG5
  • stat.ME2
  • stat.ML2
  • eess.SY1
same name
  • L. Svensson — 2 papers, h 7
  • L. Svensson — 1 paper, h 15
  • L. Svensson — 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
20152022
most citedMulti-Scan Implementation of the Trajectory Poisson Multi-Bernoulli Mixture Filter

27 citations · 103 across the 12 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2020

A general framework for ensemble distribution distillation

Jakob Lindqvist, Amanda Olmin, Fredrik Lindsten +1

Ensembles of neural networks have been shown to give better performance than single networks, both in terms of predictions and uncertainty estimation. Additionally, ensembles allow…

stat.ML2018

Poisson Multi-Bernoulli Mapping Using Gibbs Sampling

Maryam Fatemi, Karl Granström, Lennart Svensson +2

This paper addresses the mapping problem. Using a conjugate prior form, we derive the exact theoretical batch multi-object posterior density of the map given a set of measurements.…

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