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

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

DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning

By authors:

C. Choi, S. Yu, M. Kampffmeyer, A. -B. Salberg, N. O. Handegard and R. Jenssen

Published in:

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 7170-7174

on

April 14, 2024

Deep-learning-derived input function in dynamic [18F]FDG PET imaging of mice

By authors:

Kuttner, Samuel; Luppino, Luigi Tommaso; Convert, Laurence; Sarrhini, Otman; Lecomte, Roger; Kampffmeyer, Michael Christian; Sundset, Rune; Jenssen, Robert.

Published in:

Frontiers in Nuclear Medicine

on

April 11, 2024

Interrogating Sea Ice Predictability With Gradients

By authors:

Joakimsen, H. L., Martinsen I., Luppino, L. T., McDonald, A., Hosking, S., and Jenssen, R.

Published in:

IEEE Geoscience and Remote Sensing Letters

on

February 14, 2024

Cauchy-Schwarz Divergence Information Bottleneck for Regression

By authors:

Yu, Shujian; Løkse, Sigurd Eivindson; Jenssen, Robert; Principe, Jose.

Published in:

International Conference on Learning Representations 2024

on

January 16, 2024

Discriminative multimodal learning via conditional priors in generative models

By authors:

Rogelio A. Mancisidor, Michael Kampffmeyer, Kjersti Aas, Robert Jenssen,

Published in:

Neural Networks, Volume 169, 2024, Pages 417-430

on

November 4, 2023

A Contextually Supported Abnormality Detector for Maritime Trajectories

By authors:

Olesen, Kristoffer Vinther; Boubekki, Ahcene; Kampffmeyer, Michael Christian; Jenssen, Robert; Christensen, Anders Nymark; Hørlück, Sune; Clemmensen, Line H. A

Published in:

Journal of Marine Science and Engineering (JMSE) 2023 ;Volum 11.(11)

on

October 31, 2023

View it like a radiologist: Shifted windows for deep learning augmentation of CT images

By authors:

Østmo, Eirik Agnalt; Wickstrøm, Kristoffer; Radiya, Keyur; Kampffmeyer, Michael; Jenssen, Robert.

Published in:

2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), Rome, Italy, 2023, pp. 1-6

on

October 23, 2023

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