Publications

Ahcene Boubekki; Michael Kampffmeyer; Ulf Brefeld; Robert Jenssen; Joint optimization of an autoencoder for clustering and embedding. Machine Learning, pp. 1901 1937 , doi: https://doi.org/10.1007/s10994-021-06015-5 , 2021. Scientific article

Michael Kampffmeyer; UiT-gruppe får millionstøtte for å tolke bilder 2021. Media interview

Michael Kampffmeyer; Deep Clustering 2021. Lecture

Michael Kampffmeyer; Fikk 12 millioner til bildetolking 2021. Media interview

Kristoffer Knutsen Wickstrøm; Michael Kampffmeyer; Robert Jenssen; Advances in explainable DL & how to model uncertainty in explainability 2021. Scientific lecture

Kristoffer Knutsen Wickstrøm; Sigurd Eivindson Løkse; Karl Øyvind Mikalsen; Michael Kampffmeyer; Robert Jenssen; Towards Explainable Representation Learning 2021. Scientific lecture

Kristoffer Knutsen Wickstrøm; Karl Øyvind Mikalsen; Michael Kampffmeyer; Arthur Revhaug; Robert Jenssen; Uncertainty-Aware Deep Ensembles for Explainable Time Series Prediction 2021. Scientific lecture

Aliaksandr Hubin; Geir Olve Storvik; Variational Bayes for inference on model and parameter uncertainty in Bayesian neural networks , 2021. Scientific lecture

Aliaksandr Hubin; Florian Frommlet; Geir Olve Storvik; Reversible Genetically Modified MCMCs , 2021. Scientific lecture

Aliaksandr Hubin; Geir Olve Storvik; Variational Inference for Bayesian Neural Networks under Model and Parameter Uncertainty , 2021. Scientific lecture

Torstein Fjeldstad; Per Åge Avseth; Henning Omre; A one-step Bayesian inversion framework for 3D reservoir characterization based on a Gaussian mixture model-A Norwegian Sea demonstration Geophysics, pp. R221 R236 , doi: https://doi.org/10.1190/geo2020-0094.1 , 2021. Scientific article

Fredrik Andreas Dahl; Taraka Rama Kasicheyanula; Petter Hurlen; Pål Haugar Brekke; Haldor Husby; et al. Neural classification of Norwegian radiology reports: using NLP to detect findings in CT-scans of children BMC Medical Informatics and Decision Making, pp. 1 8 , doi: https://doi.org/10.1186/s12911-021-01451-8 , 2021. Scientific article

Mona Morland; Rolf E Haagensen; Fredrik A. Dahl; Haldor Husby; Jan-Erik Berdal; Langtidsprognose for pasienter innlagt i en medisinsk overvåkningsavdeling Tidsskrift for Den norske legeforening, pp. 1 9 8 , doi: https://doi.org/10.4045/tidsskr.20.0961 , 2021. Scientific article

Daniel Bergemalm; Erik Andersson; Johan Hultdin; Carl Eriksson; Stephen T. Rush; et al. Systemic Inflammation in Preclinical Ulcerative Colitis Gastroenterology, pp. 1526 1539.e9 0 , doi: https://doi.org/10.1053/j.gastro.2021.07.026 , 2021. Scientific article

Georg Mathias Honoré Barra; Kashif Waqar Faiz; Fredrik Andreas Dahl; Halvor Næss; Stroke Mimics on the Stroke Unit – Temporal trends 2008–2017 at a large Norwegian university hospital Acta Neurologica Scandinavica, pp. 695 705 , doi: https://doi.org/10.1111/ane.13527 , 2021. Scientific article

Sandeep Pirbhulal; Vasileios Gkioulos; Sokratis Katsikas; A Systematic Literature Review on RAMS analysis for critical infrastructures protection International Journal of Critical Infrastructure Protection, doi: https://doi.org/10.1016/j.ijcip.2021.100427 , 2021. Scientific review article

Igor Matias; Nuno Garcia; Sandeep Pirbhulal; Virginie Felizardo; Nuno Pombo; et al. Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review Computer Science Review, pp. 1 11 10 , doi: https://doi.org/10.1016/j.cosrev.2020.100334 , 2021. Scientific review article

Shuaib K. Memon; Kashif Nisar; Mohd Hanafi Ahmad Hijazi; B.S. Chowdhry; Ali Hassan Sodhro; et al. A survey on 802.11 MAC industrial standards, architecture, security & supporting emergency traffic: Future directions Journal of Industrial Information Integration, pp. 0 , doi: https://doi.org/10.1016/j.jii.2021.100225 , 2021. Scientific article

Benjamin Cretois; John Durrus Linnell; Bram Van Moorter; Petra Kaczensky; Erlend Birkeland Nilsen; et al. Coexistence of large mammals and humans is possible in Europe’s anthropogenic landscapes iScience, pp. 1 12 , doi: https://doi.org/10.1016/j.isci.2021.103083 , 2021. Scientific article

Hanna Marie Nicholas; #Wearadamnmask: A Textual Analysis of Citizen-Led Surveillance and Digitally Mediated Shaming During the Coronavirus Pandemic , 2021. Thesis master