Visual Intelligence publications are financially supported by the Research Council of Norway, through its Centre for Research-based Innovation funding scheme (grant no. 309439), and Consortium Partners. For the purpose of open access, the author has applied a CC BY public copyright license to any Author Accepted Manuscript (AAM) version arising from this submission.
Visual Intelligence publications are financially supported by the Research Council of Norway, through its Centre for Research-based Innovation funding scheme (grant no. 309439), and Consortium Partners. For the purpose of open access, the author has applied a CC BY public copyright license to any Author Accepted Manuscript (AAM) version arising from this submission.
At Visual Intelligence we work across our innovation areas to extract knowledge from large volumes of visual data more efficiently through automatic and intelligent data analysis. The work to address the core research challenges in deep learning: working with limited training data, utilizing context and dependencies, providing explainability, confidence and uncertainty, are important in all the innovation areas.
By authors:
Xujie Zhang, Yu Sha, Michael Kampffmeyer, Zhenyu Xie, Zequn Jie, Chengwen Huang, Jianqing Peng, Xiaodan Liang
Published in:
ACM Multimedia (ACM MM 2022)
on
August 11, 2022
By authors:
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Published in:
International Journal of Remote Sensing, 2022
on
July 1, 2022
By authors:
Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu
Published in:
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2022)
on
June 30, 2022
By authors:
Wajdan, Ali and Jahren, Tollef Struksnes and Villegas-Martinez, Manuel and Khan, Faraz H and Halvorsen, Per Steinar and Odland, Hans Henrik and Elle, Ole Jakob and Solberg, Anne H Schistad and Remme, Espen W
Published in:
IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 9, pp. 4450-4461
on
June 9, 2022
By authors:
Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen and Jose C. Principe
Published in:
Conference on Uncertainty in Artificial Intelligence (UAI) 2022
on
May 20, 2022
By authors:
Luigi Tommaso Luppino, Mads Adrian Hansen, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Robert Jenssen and Stian Normann Anfinsen
Published in:
IEEE Transactions on Neural Networks and Learning Systems 2022
on
May 12, 2022
By authors:
Børge Solli Andreassen, David Völgyes, Eigil Samset, Anne H. Schistad Solberg
Published in:
IEEE Access, Engineering in Medicine and Biology Section
on
May 10, 2022
By authors:
Fredrik Dahl, Marit Holden, Olav Brautaset and Line Eikvil
Published in:
Vol. 3 (2022): Proceedings of the Northern Lights Deep Learning Workshop 2022
on
March 28, 2022
By authors:
Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
Published in:
IEEE Transactions on Image Processing, vol. 31, pp. 525-540, 2022
on
March 11, 2022
By authors:
Xiao Dong, Xunlin Zhan, Yangxin Wu, Yunchao Wei, Michael C. Kampffmeyer, Xiaoyong Wei, Minlong Lu, Yaowei Wang, Xiaodan Liang
Published in:
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
on
March 3, 2022