Christos Matsoukas

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Image Classification

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)
Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith
PatchDropout: Economizing Vision Transformers Using Patch Dropout. WACV (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)
Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith
PatchDropout: Economizing Vision Transformers Using Patch Dropout. 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)
Vasileios Tzallas, Nikos Hatzianastassiou, Nikolaos Benas, Jan Fokke Meirink, Christos Matsoukas, Paul W. Stackhouse Jr., Ilias Vardavas
Evaluation of CLARA-A2 and ISCCP-H Cloud Cover Climate Data Records over Europe with ECA&D Ground-Based Measurements. Remote. Sens. 11 (2) (2019)
N. Cleridou, Nikolaos Benas, Christos Matsoukas, Barry F. W. Croke, I. Vardavas
Water resources of Cyprus under changing climatic conditions: Modelling approach, validation and limitations. Environ. Model. Softw. 60 (2014)