Lennart Svensson

Lennart Svensson

Chalmers tekniska högskola

H-index: 39

Europe-Sweden

About Lennart Svensson

Lennart Svensson, With an exceptional h-index of 39 and a recent h-index of 32 (since 2020), a distinguished researcher at Chalmers tekniska högskola, specializes in the field of Bayesian statistics, multi-target tracking, deep learning and non-linear filtering.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the connection between Noise-Contrastive Estimation and Contrastive Divergence

Improving Open-Set Semi-Supervised Learning with Self-Supervision

Lidarclip or: How i learned to talk to point clouds

Set-Type Belief Propagation with Applications to Poisson Multi-Bernoulli SLAM

Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap

You can have your ensemble and run it too-Deep Ensembles Spread Over Time

Deep fusion of multi-object densities using transformer

Generalised Active Learning With Annotation Quality Selection

Lennart Svensson Information

University

Position

Professor in Signal Processing

Citations(all)

8285

Citations(since 2020)

5811

Cited By

2812

hIndex(all)

39

hIndex(since 2020)

32

i10Index(all)

95

i10Index(since 2020)

73

Email

University Profile Page

Chalmers tekniska högskola

Google Scholar

View Google Scholar Profile

Lennart Svensson Skills & Research Interests

Bayesian statistics

multi-target tracking

deep learning and non-linear filtering

Top articles of Lennart Svensson

Title

Journal

Author(s)

Publication Date

On the connection between Noise-Contrastive Estimation and Contrastive Divergence

arXiv preprint arXiv:2402.16688

Amanda Olmin

Jakob Lindqvist

Lennart Svensson

Fredrik Lindsten

2024/2/26

Improving Open-Set Semi-Supervised Learning with Self-Supervision

Erik Wallin

Lennart Svensson

Fredrik Kahl

Lars Hammarstrand

2024

Lidarclip or: How i learned to talk to point clouds

Georg Hess

Adam Tonderski

Christoffer Petersson

Kalle Åström

Lennart Svensson

2024

Set-Type Belief Propagation with Applications to Poisson Multi-Bernoulli SLAM

IEEE Transactions on Signal Processing

Hyowon Kim

Ángel F García-Fernández

Yu Ge

Yuxuan Xia

Lennart Svensson

...

2024/4/1

Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap

arXiv preprint arXiv:2403.16092

Carl Lindström

Georg Hess

Adam Lilja

Maryam Fatemi

Lars Hammarstrand

...

2024/3/24

You can have your ensemble and run it too-Deep Ensembles Spread Over Time

Isak Meding

Alexander Bodin

Adam Tonderski

Joakim Johnander

Christoffer Petersson

...

2023

Deep fusion of multi-object densities using transformer

Lechi Li

Chen Dai

Yuxuan Xia

Lennart Svensson

2023/6/4

Generalised Active Learning With Annotation Quality Selection

Jakob Lindqvist

Amanda Olmin

Lennart Svensson

Fredrik Lindsten

2023/9/17

Integrated Monostatic and Bistatic mmWave Sensing

Yu Ge

Hyowon Kim

Lennart Svensson

Henk Wymeersch

Sumei Sun

2023/12/4

Masked autoencoder for self-supervised pre-training on lidar point clouds

Georg Hess

Johan Jaxing

Elias Svensson

David Hagerman

Christoffer Petersson

...

2023

Bayesian filtering and smoothing

Jaewoo Park

2023/10/2

MCMC-Correction of Score-Based Diffusion Models for Model Composition

arXiv preprint arXiv:2307.14012

Anders Sjöberg

Jakob Lindqvist

Magnus Önnheim

Mats Jirstrand

Lennart Svensson

2023/7/26

NeuRAD: Neural rendering for autonomous driving

arXiv preprint arXiv:2311.15260

Adam Tonderski

Carl Lindström

Georg Hess

William Ljungbergh

Lennart Svensson

...

2023/11/26

Poisson multi-Bernoulli mixture filter with general target-generated measurements and arbitrary clutter

IEEE Transactions on Signal Processing

Ángel F García-Fernández

Yuxuan Xia

Lennart Svensson

2023/5/22

MmWave Mapping and SLAM for 5G and Beyond

Yu Ge

Ossi Kaltiokallio

Hyowon Kim

Jukka Talvitie

Sunwoo Kim

...

2023/7/19

Vehicle seat with an upholstered section and at least one cover for capping a through opening in the upholstered section, and method for fitting a cover on a seat section of a …

2023/11/21

Set-Type Belief Propagation with Applications to Mapping, MTT, SLAM, and SLAT

arXiv preprint arXiv:2305.04797

Hyowon Kim

Angel F García-Fernández

Yu Ge

Yuxuan Xia

Lennart Svensson

...

2023/5/5

An Efficient Implementation of the Extended Object Trajectory PMB Filter Using Blocked Gibbs Sampling

Yuxuan Xia

Ángel F García-Fernández

Lennart Svensson

2023/6/27

Graph GOSPA metric: a metric to measure the discrepancy between graphs of different sizes

arXiv preprint arXiv:2311.07596

Jinhao Gu

Ángel F García-Fernández

Robert E Firth

Lennart Svensson

2023/11/10

Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing

arXiv preprint arXiv:2312.17261

Juliano Pinto

Georg Hess

Yuxuan Xia

Henk Wymeersch

Lennart Svensson

2023/12/22

See List of Professors in Lennart Svensson University(Chalmers tekniska högskola)

Co-Authors

H-index: 69
Peter Willett

Peter Willett

University of Connecticut

H-index: 66
Henk Wymeersch

Henk Wymeersch

Chalmers tekniska högskola

H-index: 44
Simo Särkkä

Simo Särkkä

Aalto-yliopisto

H-index: 40
Paolo Falcone

Paolo Falcone

Chalmers tekniska högskola

H-index: 39
Karl Granström

Karl Granström

Chalmers tekniska högskola

H-index: 28
Ángel F. García-Fernández

Ángel F. García-Fernández

University of Liverpool

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