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:
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
By authors:
Zhao, Fuwei; Xie, Zhenyu; Kampffmeyer, Michael; Dong, Haoye; Han, Songfang; Zheng, Tianxiang; Zhang, Tao; Liang, Xiaodan
Published in:
IEEE International Conference on Computer Vision (ICCV). 2021
on
February 28, 2022
By authors:
Phuong D. Ngo, Miguel Tejedor and Fred Godtliebsen
Published in:
Appl. Sci. 2022, 12(4), 2262
on
February 21, 2022
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Nikita Shvetsov, Morten Grønnesby, Edvard Pedersen, Kajsa Møllersen, Lill-Tove Rasmussen Busund, Ruth Schwienbacher, Lars Ailo Bongo, Thomas K. Kilvaer
Published in:
Cancers 2022, 14, 2974
on
February 14, 2022
By authors:
Kristoffer Wickstrøm, Michael Kampffmeyer, Karl Øyvind Mikalsen, Robert Jenssen
Published in:
Pattern Recognition Letters, Volume 155, March 2022, Pages 54-61
on
February 12, 2022
By authors:
Stine Hansen, Srishti Gautam, Robert Jenssen, Michael Kampffmeyer
Published in:
Medical Image Analysis
on
February 11, 2022
By authors:
Srishti Gautam, Marina M.-C. Höhne, Stine Hansen, Robert Jenssen and Michael Kampffmeyer
Published in:
IEEE International Symposium on Biomedical Imaging (ISBI) 2022
on
February 1, 2022
By authors:
Sun, Jiamei; Lapuschkin, Sebasian; Samek, Wojciech; Binder, Alexander.
Published in:
Information Fusion, Volume 77, 2022, Pages 233-246
on
January 1, 2022