Magnus Söderberg

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Transfer Learning

Image Classification

Top Venues

Publications

Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith
Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV (2024)
Irina Zhang, Jim Denholm, Azam Hamidinekoo, Oskar Ålund, Christopher Bagnall, Joana Palés Huix, Michal Sulikowski, Ortensia Vito, Arthur Lewis, Robert Unwin, Magnus Söderberg, Nikolay Burlutskiy, Talha Qaiser
Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation. CoRR (2024)
Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith
Are Natural Domain Foundation Models Useful for Medical Image Classification? CoRR (2023)
Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith
Pretrained ViTs Yield Versatile Representations For Medical Images. CoRR (2023)
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors. CoRR (2022)
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors. CVPR (2022)
Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith
Is it Time to Replace CNNs with Transformers for Medical Images? CoRR (2021)