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

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

Leveraging Foundation Model Adapters to Enable Robust and Semantic Underwater Exploration

By authors:

Changkyu Choi, Arangan Subramaniam, Nils Olav Handegard, Ali Ramezani-Kebrya and Robert Jenssen

Published in:

Proceedings of the Symposium of the Norwegian AI Society 2025, CEUR Workshop Proceedings ( ISSN 1613-0073)

on

June 17, 2025

Assessing the Efficacy of Multi-task Learning in Mammographic Density Classification: A Study on Class Imbalance and Model Performance

By authors:

Suaiba A. Salahuddin, Elisabeth Wetzer, Kristoffer Wickstrøm, Solveig Thrun, Michael Kampffmeyer and Robert Jenssen

Published in:

Lecture Notes in Computer Science (LNCS) 2025 ;Volum 15726.

on

June 16, 2025

REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability

By authors:

Kristoffer Wickstrøm, Thea Brüsch, Michael Kampffmeyer, Robert Jenssen

Published in:

Proceedings of the AAAI Conference on Artificial Intelligence, 39(8), 8341-8350

on

April 11, 2025

NEMt: Fast Targeted Explanations for Medical Image Models via Neural Explanation Masks

By authors:

Bjørn Leth Møller,Sepideh Amiri,Christian Igel,Kristoffer Wickstrøm,Robert Jenssen,Matthias Keicher,Mohammad Farid Azampour,Nassir Navab,Bulat Ibragimov

Published in:

Proceedings of the 6th Northern Lights Deep Learning Conference (NLDL), PMLR 265:184-192, 2025.

on

January 10, 2025

LSNetv2: Improving weakly supervised power line detection with bipartite matching

By authors:

Tran, Duy Khoi; Nguyen, van Nhan; Roverso, Davide; Jenssen, Robert; Kampffmeyer, Michael Christian.

Published in:

Expert Systems with Applications, Volume 250 , 2024, 123773

on

September 15, 2024

BrainIB: Interpretable brain network-based psychiatric diagnosis with graph information bottleneck

By authors:

Zheng, Kaizhong; Yu, Shujian; Li, Baojuan; Jenssen, Robert; Chen, Badong.

Published in:

IEEE Transactions on Neural Networks and Learning Systems

on

September 13, 2024

Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks

By authors:

Bjørn Leth Møller, Christian Igel, Kristoffer Knutsen Wickstrøm, Jon Sporring, Robert Jenssen, Bulat Ibragimov

Published in:

Proceedings of the 41st International Conference on Machine Learning, PMLR 235:36048-36071, 2024.

on

July 29, 2024

MAP IT to Visualize Representations

By authors:

Jenssen, Robert

Published in:

International Conference on Learning Representations 2024

on

May 7, 2024

Leveraging tensor kernels to reduce objective function mismatch in deep clustering

By authors:

Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael Christian

Published in:

Pattern Recognition

on

May 1, 2024

View scholar page
View personal website