Robert Jenssen

Director

,

Visual Intelligence

Professor

,

UiT The Arctic University of Norway

UiT The Arctic University of Norway

Principal investigator of


Research field(s) of interest:

Publications

Publications from Visual Intelligence

Mitigating Embedding Leakage via Latent Disruption with Controlled Reconstruction

By authors:

Zhiyuan Wu, Changkyu Choi, Shujian Yu, Robert Jenssen, Ali Ramezani-Kebrya

Published in:

Transactions on Machine Learning Research (June/2026)

on

August 6, 2026

A robust and versatile deep learning model for prediction of the arterial input function in dynamic small animal [18F] FDG PET imaging

By authors:

Christian Salomonsen, Luigi T. Luppino, Fredrik Aspheim, Kristoffer Wickstrøm, Elisabeth Wetzer, Michael Kampffmeyer, Rodrigo Berzaghi, Rune Sundset, Robert Jenssen & Samuel Kuttner

Published in:

EJNMMI Res 16, 65 (2026)

on

March 9, 2026

SuperCM: Improving semi-supervised learning and domain adaptation through differentiable clustering

By authors:

Durgesh Kumar Singh, Ahcene Boubekki, Robert Jenssen, Michael Kampffmeyer

Published in:

Pattern Recognition, vol 171, Part A, Article: 112117

on

March 3, 2026

Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting

By authors:

Lars Uebbing, Harald Lykke Joakimsen, Luigi Tommaso Luppino, Iver Martinsen, Andrew McDonald, Kristoffer Wickstrøm, Sebastien Francois Lefevre, Arnt Børre Salberg, Scott Hosking, Robert Jenssen

Published in:

Proceedings of the 6th Northern Lights Deep Learning Conference (NLDL), PMLR 265:245-254, 2025.

on

January 1, 2026

FLEXtime: Filterbank Learning to Explain Time Series

By authors:

Thea Brüsch, Kristoffer Wickstrøm, Mikkel N. Schmidt, Robert Jenssen, Tommy Sonne Alstrøm

Published in:

Explainable Artificial Intelligence. xAI 2025. Communications in Computer and Information Science, vol 2579. Springer

on

October 14, 2025

From Colors to Classes: Emergence of Concepts in Vision Transformers

By authors:

Teresa Dorszewski, Lenka Tětková, Robert Jenssen, Lars Kai Hansen, Kristoffer Knutsen Wickstrøm

Published in:

Communications in Computer and Information Science, vol 2576. Springer 2025

on

October 12, 2025

WiseLVAM: A Novel Framework For Left Ventricle Automatic Measurements

By authors:

Durgesh Kumar Singh, Qing Cao, Sarina Thomas, Ahcène Boubekki, Robert Jenssen, Michael Kampffmeyer

Published in:

Simplifying Medical Ultrasound, ASMUS 2025 Workshop, MICCAI 2025

on

September 17, 2025

Reconsidering Explicit Longitudinal Mammography Alignment for Enhanced Breast Cancer Risk Prediction

By authors:

Solveig Thrun, Stine Hansen, Zijun Sun, Nele Blum, Suaiba A. Salahuddin, Kristoffer Wickstrøm, Elisabeth Wetzer, Robert Jenssen, Maik Stille, Michael Kampffmeyer

Published in:

Medical Image Computing and Computer Assisted Intervention – MICCAI 2025.

on

September 17, 2025

Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders

By authors:

Rogelio A Mancisidor, Robert Jenssen, Shujian Yu, Michael Kampffmeyer

Published in:

International Conference on Machine Learning (ICLM) 2025

on

August 13, 2025

The Conditional Cauchy-Schwarz Divergence With Applications to Time-Series Data and Sequential Decision Making

By authors:

Shujian Yu, Hongming Li, Sigurd Eivindson Løkse, Robert Jenssen, Jose C. Principe

Published in:

IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 47, no. 7, pp. 5901-5917, July 2025

on

July 1, 2025

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