Karl Bengtsson Bernander
Assistant with doctoral duties at Institutionen för informationsteknologi; Vi3; Bildanalys
- Telephone:
- +46 18 471 57 79
- E-mail:
- karl.bengtsson_bernander@it.uu.se
- Visiting address:
- Hus 10, Lägerhyddsvägen 1
- Postal address:
- Box 337
751 05 UPPSALA
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Publications
Recent publications
- Equivariant Neural Networks for Biomedical Image Analysis (2024)
- Rotation-Equivariant Semantic Instance Segmentation on Biomedical Images (2022)
- Rotation-Equivariant Semantic Instance Segmentation on Biomedical Images (2022)
- Improving Training of Deep Learning for Biomedical Image Analysis and Computational Physics (2021)
- Replacing data augmentation with rotation-equivariant CNNs in image-based classification of oral cancer (2021)
All publications
Articles
- Distributed training and scalability for the particle clustering method UCluster (2021)
- Improving the stochastic watershed (2013)
- Rotation-Equivariant Semantic Instance Segmentation
- Classification of Viruses in Transmission Electron Microscopy Images using Equivariant Neural Networks
- Equivariant Neural Networks for Biomedical Images Improves Data Efficiency
Books
- Equivariant Neural Networks for Biomedical Image Analysis (2024)
- Improving Training of Deep Learning for Biomedical Image Analysis and Computational Physics (2021)
Conferences
- Rotation-Equivariant Semantic Instance Segmentation on Biomedical Images (2022)
- Rotation-Equivariant Semantic Instance Segmentation on Biomedical Images (2022)
- Replacing data augmentation with rotation-equivariant CNNs in image-based classification of oral cancer (2021)
- CNNs on Graphs (2019)
Other
