Cristin-person-ID: 58855
Person

Aktiv cristin-person Robert Jenssen

  • Stilling:
    1013 professor
    ved Institutt for fysikk og teknologi ved UiT Norges arktiske universitet
  • Stilling:
    Professor
    ved Statistisk analyse, maskinlæring og bildeanalyse SAMBA ved Norsk Regnesentral

Klassifisering

Vitenskapsdisipliner

Informasjons- og kommunikasjonsteknologi

Kontaktinformasjon

Telefon
+4777646493
Sted
Institutt for fysikk og teknologi UiT Norges arktiske universitet Tlf. 776 46493 Email: robert.jenssen@uit.no

Resultater Resultater

ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model.

Gautam, Srishti; Boubekki, Ahcene; Hansen, Stine; Salahuddin, Suaiba Amina; Jenssen, Robert; Hohne, Marina Marie-Claire; Kampffmeyer, Michael. 2022, Advances in Neural Information Processing Systems. UITVitenskapelig artikkel

Demonstrating The Risk of Imbalanced Datasets in Chest X-ray Image-based Diagnostics by Prototypical Relevance Propagation.

Gautam, Srishti; Hohne, Marina Marie-Claire; Hansen, Stine; Jenssen, Robert; Kampffmeyer, Michael. 2022, IEEE International Symposium on Biomedical Imaging. UITVitenskapelig artikkel

This looks more like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation.

Gautam, Srishti; Hohne, Marina Marie-Claire; Hansen, Stine; Jenssen, Robert; Kampffmeyer, Michael. 2022, Pattern Recognition. UITVitenskapelig artikkel

A self-guided anomaly detection-inspired few-shot segmentation network.

Salahuddin, Suaiba Amina; Hansen, Stine; Gautam, Srishti; Kampffmeyer, Michael; Jenssen, Robert. 2022, CEUR Workshop Proceedings. UIT, NRVitenskapelig artikkel

A self-guided anomaly detection-inspired few-shot segmentation network.

Hansen, Stine; Gautam, Srishti; Kampffmeyer, Michael; Jenssen, Robert. 2022, CEUR Workshop Proceedings. UIT, NRVitenskapelig artikkel
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Utmerkelser

  • 2019 - International Medical Informatics Association Best Paper Award
  • 2013 - IEEE Geoscience and Remote Sensing Society Letters Prize Paper Award (best paper IEEE GRS Letters)
  • 2012 - Editor's Choice Paper March 2012 Issue of IEEE Geoscience and Remote Sensing Letters
  • 2010 - Featured Paper May 2010 Issue of IEEE Transactions on Pattern Analysis and Machine Intelligence
  • 2007 - Yngre Forsker Universitetet i Tromsø
  • 2005 - 2005 IEEE ICASSP Outstanding Student Paper Award
  • 2003 - 2003 Pattern Recognition Journal Award, Honorable Mention