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Arnt B. Salberg
Principal Researcher, Dept. for Image Analysis, Machine Learning and Earth Observation, Norwegian Computing Center
Joined
September 2023
Names
Arnt B. Salberg
(Preferred)
,
Arnt Børre Salberg
,
Arnt-Børre Salberg
,
Arnt Salberg
Emails
****@nr.no
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Principal Researcher
Dept. for Image Analysis, Machine Learning and Earth Observation,
Norwegian Computing Center
(nr.no)
2008
–
Present
Researcher
Sea Mammal Group,
Institute of Marine Research
(imr.no)
2005
–
2005
Postdoc
Observation Methodology Group,
Institute of Marine Research
(imr.no)
2003
–
2004
PhD student
Institute for Physics,
University of Tromsø
(uit.no)
1999
–
2003
Advisors, Relations & Conflicts
Coworker
Jarle Hamar Reksten
Present
Coworker
Anne Schistad Solberg
Present
Coworker
Are C Jensen
Present
Coworker
Muhammad Sarmad
Present
PhD Advisee
Lars Uebbing
2024
–
Present
Coauthor
Sébastien Lefèvre
2024
–
Present
Coauthor
Kristoffer Knutsen Wickstrøm
2024
–
Present
Coworker
Luigi Tommaso Luppino
2024
–
Present
PhD Advisee
Harald Lykke Joakimsen
2022
–
Present
PhD Advisee
Changkyu Choi
2019
–
Present
Coworker
Anders U. Waldeland
2017
–
Present
Coauthor
Michael Kampffmeyer
2016
–
Present
Coauthor
Robert Jenssen
2012
–
Present
Coworker
Line Eikvil
2008
–
Present
Coworker
Øivind Due Trier
2008
–
Present
PhD Advisee
Qinghui Liu
2017
–
2022
Coauthor
Louis Scharf
2007
–
2007
Coauthor
Ananthram Swami
2001
–
2005
Postdoc Advisor
Alf Harbitz
2003
–
2004
PhD Advisor
Alfred Hanssen
1999
–
2003
Expertise
Geospatial foundation models
Present
Deep learning for image analysis
2014
–
Present
Earth observation
2008
–
Present
Semantic segmentation
2008
–
Present
Object detection
2008
–
Present
Remote sensing
2008
–
Present
Publications
DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models
Muhammad Sarmad
,
Arnt-Børre Salberg
,
Michael Kampffmeyer
CoRR 2025
Readers:
Everyone
Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting
Lars Uebbing
,
Harald L. Joakimsen
,
Luigi Tommaso Luppino
,
Iver Martinsen
,
Andrew McDonald
,
Kristoffer Knutsen Wickstrøm
,
Sébastien Lefèvre
,
Arnt-Børre Salberg
,
Scott Hosking
,
Robert Jenssen
NLDL 2025
Readers:
Everyone
National-Scale Detection of New Forest Roads in Sentinel-2 Time Series
Øivind Due Trier
,
Arnt-Børre Salberg
Remote Sensing
Readers:
Everyone
Deep Semisupervised Semantic Segmentation in Multifrequency Echosounder Data
Changkyu Choi
,
Michael Kampffmeyer
,
Arnt B. Salberg
,
Robert Jenssen
IEEE Journal of Oceanic Engineering
Readers:
Everyone
DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning
Changkyu Choi
,
Shujian Yu
,
Michael Kampffmeyer
,
Arnt B. Salberg
,
Robert Jenssen
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Readers:
Everyone
Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting
Lars Uebbing
,
Harald Lykke Joakimsen
,
Luigi Tommaso Luppino
,
Iver Martinsen
,
Andrew McDonald
,
Kristoffer Knutsen Wickstrøm
,
Sébastien Lefèvre
,
Arnt B. Salberg
,
Scott Hosking
,
Robert Jenssen
NLDL 2025 Oral
Readers:
Everyone
Diffusion Models with Cross-Modal Data for Super-Resolution of Sentinel-2 To 2.5 Meter Resolution
Muhammad Sarmad
,
Michael C. Kampffmeyer
,
Arnt-Børre Salberg
IGARSS 2024
Readers:
Everyone
Uncertainties of Satellite-based Essential Climate Variables from Deep Learning
Junyang Gou
,
Arnt-Børre Salberg
,
Mostafa Kiani Shahvandi
,
Mohammad J. Tourian
,
Ulrich Meyer
,
Eva Boergens
,
Anders U. Waldeland
,
Isabella Velicogna
,
Fredrik Dahl
,
Adrian Jäggi
,
Konrad Schindler
,
Benedikt Soja
CoRR 2024
Readers:
Everyone
DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning
Changkyu Choi
,
Shujian Yu
,
Michael Kampffmeyer
,
Arnt-Børre Salberg
,
Nils Olav Handegard
,
Robert Jenssen
ICASSP 2024
Readers:
Everyone
View all 55 publications
Co-Authors
Adrian Jäggi
Aikaterini Anastasopoulou
Alba Ordoñez
Alexander G. Schwing
Alexandre Barbosa
Alf Harbitz
Alfred Hanssen
Ananthram Swami
Anders U. Waldeland
Andreas Vollrath
Andrew McDonald
Andrew Y. Ng
Anne H. Schistad Solberg
Anne Schistad Solberg
Archontia Chatzispyrou
Benedikt Soja
Bhakti Baheti
Bingchen Zhao
Changkyu Choi
Chryssi Mytilineou
David Wilson
Dimitris V. Politikos
Endre Moen
Eva Boergens
Fabian Meyer Bull
View all 98 co-authors