Johan Fredin Haslum

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Transfer Learning

Domain Adaptation

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)
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Kevin Smith
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation. WACV (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)
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Kevin Smith
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation. CoRR (2023)
Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith
Pretrained ViTs Yield Versatile Representations For Medical Images. CoRR (2023)
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Erik Müllers, Kevin Smith
Metadata-guided Consistency Learning for High Content Images. MIDL (2023)
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Erik Müllers, Kevin Smith
Metadata-guided Consistency Learning for High Content Images. 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. 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)
Christos Matsoukas, Albert Bou I Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith
Adding seemingly uninformative labels helps in low data regimes. ICML (2020)
Christos Matsoukas, Albert Bou I Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith
Adding Seemingly Uninformative Labels Helps in Low Data Regimes. CoRR (2020)