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:
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:
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:
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:
Phuong D. Ngo, Miguel Tejedor and Fred Godtliebsen
Published in:
Appl. Sci. 2022, 12(4), 2262
on
February 21, 2022
By authors:
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:
Zhenyu Xie, Zaiyu Huang, Fuwei Zhao, Haoye Dong, Michael Kampffmeyer, Xiaodan Liang
Published in:
Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021)
on
December 23, 2021