Michael Kampffmeyer

Publications (9)

Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series.

IEEE journal of biomedical and health informatics
Avec: Kristoffer Wickstrom , Karl Oyvind Mikalsen , Michael Kampffmeyer , Arthur Revhaug , Robert Jenssen

Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps.

Medical image analysis
Avec: Kristoffer Wickstrøm , Michael Kampffmeyer , Robert Jenssen

Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images.

IEEE transactions on neural networks and learning systems
Avec: Luigi Tommaso Luppino , Mads Adrian Hansen , Michael Kampffmeyer , Filippo Maria Bianchi , Gabriele Moser , Robert Jenssen , Stian Normann Anfinsen

Deep divergence-based approach to clustering.

Neural networks : the official journal of the International Neural Network Society
Avec: Michael Kampffmeyer , Sigurd Løkse , Filippo M Bianchi , Lorenzo Livi , Arnt-Børre Salberg , Robert Jenssen

Federated Partially Supervised Learning With Limited Decentralized Medical Images.

IEEE transactions on medical imaging
Avec: Nanqing Dong , Michael Kampffmeyer , Irina Voiculescu , Eric Xing

ADNet++: A few-shot learning framework for multi-class medical image volume segmentation with uncertainty-guided feature refinement.

Medical image analysis
Avec: Stine Hansen , Srishti Gautam , Suaiba Amina Salahuddin , Michael Kampffmeyer , Robert Jenssen

Anomaly detection-inspired few-shot medical image segmentation through self-supervision with supervoxels.

Medical image analysis
Avec: Stine Hansen , Srishti Gautam , Robert Jenssen , Michael Kampffmeyer

Discriminative multimodal learning via conditional priors in generative models.

Neural networks : the official journal of the International Neural Network Society
Avec: Rogelio A Mancisidor , Michael Kampffmeyer , Kjersti Aas , Robert Jenssen

Automatic identification of chemical moieties.

Physical chemistry chemical physics : PCCP
Avec: Jonas Lederer , Michael Gastegger , Kristof T Schütt , Michael Kampffmeyer , Klaus-Robert Müller , Oliver T Unke

Réseau de co-auteurs

Robert Jenssen 7 collaborations
Stine Hansen 2 collaborations
Srishti Gautam 2 collaborations
Kristoffer Wickstrom 1 collaboration
Karl Oyvind Mikalsen 1 collaboration
Arthur Revhaug 1 collaboration
Kristoffer Wickstrøm 1 collaboration
Luigi Tommaso Luppino 1 collaboration
Mads Adrian Hansen 1 collaboration
Filippo Maria Bianchi 1 collaboration
Gabriele Moser 1 collaboration
Stian Normann Anfinsen 1 collaboration
Sigurd Løkse 1 collaboration
Filippo M Bianchi 1 collaboration
Lorenzo Livi 1 collaboration
Arnt-Børre Salberg 1 collaboration
Nanqing Dong 1 collaboration
Irina Voiculescu 1 collaboration
Eric Xing 1 collaboration
Suaiba Amina Salahuddin 1 collaboration
Rogelio A Mancisidor 1 collaboration
Kjersti Aas 1 collaboration
Jonas Lederer 1 collaboration
Michael Gastegger 1 collaboration
Kristof T Schütt 1 collaboration
Klaus-Robert Müller 1 collaboration
Oliver T Unke 1 collaboration