Water resources of Cyprus under changing climatic conditions: Modelling approach, validation and limitations. - N. Cleridou; Nikolaos Benas; Christos Matsoukas; Barry F. W. Croke; I. Vardavas (Environ. Model. Softw., 2014)

Evaluation of CLARA-A2 and ISCCP-H Cloud Cover Climate Data Records over Europe with ECA&D Ground-Based Measurements. - Vasileios Tzallas; Nikos Hatzianastassiou; Nikolaos Benas; Jan Fokke Meirink; Christos Matsoukas; Paul W. Stackhouse Jr.; Ilias Vardavas (Remote. Sens., 2019)

Adding seemingly uninformative labels helps in low data regimes. - 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 001 (ICML, 2020)

Is it Time to Replace CNNs with Transformers for Medical Images? - Christos Matsoukas; Johan Fredin Haslum; Magnus Söderberg; Kevin Smith 001 (CoRR, 2021)

What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors. - Christos Matsoukas; Johan Fredin Haslum; Moein Sorkhei; Magnus Söderberg; Kevin Smith 001 (CVPR, 2022)

Metadata-guided Consistency Learning for High Content Images. - Johan Fredin Haslum; Christos Matsoukas; Karl-Johan Leuchowius; Erik Müllers; Kevin Smith 001 (MIDL, 2023)

PatchDropout: Economizing Vision Transformers Using Patch Dropout. - Yue Liu; Christos Matsoukas; Fredrik Strand; Hossein Azizpour; Kevin Smith 001 (WACV, 2023)

Pretrained ViTs Yield Versatile Representations For Medical Images. - Christos Matsoukas; Johan Fredin Haslum; Magnus Söderberg; Kevin Smith 001 (CoRR, 2023)

Learning from Offline Foundation Features with Tensor Augmentations. - Emir Konuk; Christos Matsoukas; Moein Sorkhei; Phitchapha Lertsiravarameth; Kevin Smith 001 (NeurIPS, 2024)

Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation. - Johan Fredin Haslum; Christos Matsoukas; Karl-Johan Leuchowius; Kevin Smith 001 (WACV, 2024)

Are Natural Domain Foundation Models Useful for Medical Image Classification? - Joana Palés Huix; Adithya Raju Ganeshan; Johan Fredin Haslum; Magnus Söderberg; Christos Matsoukas; Kevin Smith 001 (WACV, 2024)

Random Token Fusion for Multi-View Medical Diagnosis. - Jingyu Guo; Christos Matsoukas; Fredrik Strand; Kevin Smith 001 (CoRR, 2024)

Artificial Intelligence for Medical Image Analysis with Limited Data. - Christos Matsoukas (2024)

APLA: A Simple Adaptation Method for Vision Transformers. - Moein Sorkhei; Emir Konuk; Kevin Smith 001; Christos Matsoukas (CoRR, 2025)

k-NN as a Simple and Effective Estimator of Transferability. - Moein Sorkhei; Christos Matsoukas; Johan Fredin Haslum; Kevin Smith 001 (CoRR, 2025)

Efficient Self-Supervised Adaptation for Medical Image Analysis. - Moein Sorkhei; Emir Konuk; Jingyu Guo; Christos Matsoukas; Kevin Smith 001 (CoRR, 2025)