Matsoukas, Christos

8 publications

TMLR 2025 k-NN as a Simple and Effective Estimator of Transferability Moein Sorkhei, Christos Matsoukas, Johan Fredin Haslum, Emir Konuk, Kevin Smith

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

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

NeurIPS 2024 Learning from Offline Foundation Features with Tensor Augmentations Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravaramet, Kevin Smith

NeurIPSW 2024 Random Token Fusion for Multi-View Medical Diagnosis Jingyu Guo, Christos Matsoukas, Fredrik Strand, Kevin Smith

WACV 2023 PatchDropout: Economizing Vision Transformers Using Patch Dropout Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith

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

ICML 2020 Adding Seemingly Uninformative Labels Helps in Low Data Regimes Christos Matsoukas, Albert Bou Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith