Michael Kampffmeyer

,

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

Modelling Uncertainty in Graph Convolutional Networks for Edge Detection in Mammograms

By authors:

Fredrik Andreas Dahl, Amund Vedal, Line Eikvil, Solveig Thrun, Michael Kampffmeyer, Solveig Sand-Hanssen Hofvind

Published in:

In: Ali, S., Hogg, D.C., Peckham, M. (eds) Medical Image Understanding and Analysis. MIUA 2025. Lecture Notes in Computer Science, vol 15917. Springer, Cham.

on

July 15, 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

A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering

By authors:

Zheming Xu, He Liu, Congyan Lang, Tao Wang, Yidong Li, Michael Kampffmeyer

Published in:

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025, pp. 15528-15537

on

June 11, 2025

AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering

By authors:

Jing Wang, Songhe Feng, Kristoffer Wickstrøm, Michael Kampffmeyer

Published in:

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 10285-10294, 2025

on

June 10, 2025

ProxyDR: Deep Hyperspherical Metric Learning with Distance Ratio-Based Formulation

By authors:

Hyeongji Kim, Changkyu Choi, Michael Christian Kampffmeyer, Terje Berge, Pekka Parviainen, Ketil Malde

Published in:

Lecture Notes in Computer Science (LNCS) 2025

on

May 12, 2025

Robust Classification by Coupling Data Mollification with Label Smoothing

By authors:

Markus Heinonen, Ba-Hien Tran, Michael Kampffmeyer, Maurizio Filippone

Published in:

Proceedings of Machine Learning Research (PMLR), Volume 258, pp4960-4968, 2025

on

May 3, 2025

Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes

By authors:

Jianqi Chen, Panwen Hu, Xiaojun Chang, Zhenwei Shi, Michael Kampffmeyer, Xiaodan Liang

Published in:

International Conference on Learning Representations (ICLR) 2025

on

April 24, 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

Better, Not Just More: Data-centric machine learning for Earth observation

By authors:

Roscher, Ribana; Russwurm, Marc; Gevaert, Caroline; Kampffmeyer, Michael Christian; Santos, Jefersson A. Dos; Vakalopoulou, Maria; Hansch, Ronny; Hansen, Stine; Nogueira, Keiller; Prexl, Jonathan; Tuia, Devis

Published in:

EEE Geoscience and Remote Sensing Magazine 2024 s. 1-22

on

October 31, 2024

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

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