Christos Matsoukas

26 papers A* 3A 3Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
APLA: A Simple Adaptation Method for Vision Transformers.
CoRR
Moein Sorkhei, Emir Konuk, Kevin Smith, Christos Matsoukas
2025 — conf
Efficient Self-Supervised Adaptation for Medical Image Analysis.
ICCVW
Moein Sorkhei, Emir Konuk, Jingyu Guo, Chanjuan Meng, Christos Matsoukas, Kevin Smith
2025 J jnl
Efficient Self-Supervised Adaptation for Medical Image Analysis.
CoRR
Moein Sorkhei, Emir Konuk, Jingyu Guo, Christos Matsoukas, Kevin Smith
2025 J jnl
Learning What Helps: Task-Aligned Context Selection for Vision Tasks.
CoRR
Jingyu Guo, Emir Konuk, Fredrik Strand, Christos Matsoukas, Kevin Smith
2025 J jnl
k-NN as a Simple and Effective Estimator of Transferability.
CoRR
Moein Sorkhei, Christos Matsoukas, Johan Fredin Haslum, Kevin Smith
2025 J jnl
k-NN as a Simple and Effective Estimator of Transferability.
Trans. Mach. Learn. Res.
Moein Sorkhei, Christos Matsoukas, Johan Fredin Haslum, Emir Konuk, Kevin Smith
2024 A conf
Are Natural Domain Foundation Models Useful for Medical Image Classification?
WACV
Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith
2024 — —
Artificial Intelligence for Medical Image Analysis with Limited Data.
Christos Matsoukas
2024 A conf
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation.
WACV
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Kevin Smith
2024 A* conf
Learning from Offline Foundation Features with Tensor Augmentations.
NeurIPS
Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravarameth, Kevin Smith
2024 J jnl
Learning from Offline Foundation Features with Tensor Augmentations.
CoRR
Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravarameth, Kevin Smith
2024 J jnl
Random Token Fusion for Multi-View Medical Diagnosis.
CoRR
Jingyu Guo, Christos Matsoukas, Fredrik Strand, Kevin Smith
2023 J jnl
Are Natural Domain Foundation Models Useful for Medical Image Classification?
CoRR
Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith
2023 J jnl
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation.
CoRR
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Kevin Smith
2023 — conf
Metadata-guided Consistency Learning for High Content Images.
MIDL
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Erik Müllers, Kevin Smith
2023 A conf
PatchDropout: Economizing Vision Transformers Using Patch Dropout.
WACV
Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith
2023 J jnl
Pretrained ViTs Yield Versatile Representations For Medical Images.
CoRR
Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith
2022 J jnl
Metadata-guided Consistency Learning for High Content Images.
CoRR
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Erik Müllers, Kevin Smith
2022 J jnl
PatchDropout: Economizing Vision Transformers Using Patch Dropout.
CoRR
Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith
2022 J jnl
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors.
CoRR
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith
2022 A* conf
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors.
CVPR
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith
2021 J jnl
Is it Time to Replace CNNs with Transformers for Medical Images?
CoRR
Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith
2020 J jnl
Adding Seemingly Uninformative Labels Helps in Low Data Regimes.
CoRR
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
2020 A* conf
Adding seemingly uninformative labels helps in low data regimes.
ICML
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
2019 J jnl
Evaluation of CLARA-A2 and ISCCP-H Cloud Cover Climate Data Records over Europe with ECA&D Ground-Based Measurements.
Remote. Sens.
Vasileios Tzallas, Nikos Hatzianastassiou, Nikolaos Benas, Jan Fokke Meirink, Christos Matsoukas, Paul W. Stackhouse Jr., Ilias Vardavas
2014 J jnl
Water resources of Cyprus under changing climatic conditions: Modelling approach, validation and limitations.
Environ. Model. Softw.
N. Cleridou, Nikolaos Benas, Christos Matsoukas, Barry F. W. Croke, I. Vardavas