Is it time to replace cnns with transformers for medical images? C Matsoukas, JF Haslum, M Söderberg, K Smith arXiv preprint arXiv:2108.09038, 2021 | 209 | 2021 |
What makes transfer learning work for medical images: Feature reuse & other factors C Matsoukas, JF Haslum, M Sorkhei, M Söderberg, K Smith Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 103 | 2022 |
The spectral nature of Titan's major geomorphological units: Constraints on surface composition A Solomonidou, A Coustenis, RMC Lopes, MJ Malaska, S Rodriguez, ... Journal of Geophysical Research: Planets 123 (2), 489-507, 2018 | 43 | 2018 |
Patchdropout: Economizing vision transformers using patch dropout Y Liu, C Matsoukas, F Strand, H Azizpour, K Smith Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 34 | 2023 |
Are Natural Domain Foundation Models Useful for Medical Image Classification? JP Huix, AR Ganeshan, JF Haslum, M Söderberg, C Matsoukas, K Smith Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 29 | 2024 |
Spectral and emissivity analysis of the raised ramparts around Titan's northern lakes A Solomonidou, A Le Gall, MJ Malaska, SPD Birch, RMC Lopes, ... Icarus 344, 113338, 2020 | 24 | 2020 |
Adding seemingly uninformative labels helps in low data regimes C Matsoukas, AB Hernandez, Y Liu, K Dembrower, G Miranda, E Konuk, ... International Conference on Machine Learning, 6775-6784, 2020 | 21 | 2020 |
The chemical composition of impact craters on Titan-I. Implications for exogenic processing A Solomonidou, C Neish, A Coustenis, M Malaska, A Le Gall, RMC Lopes, ... Astronomy & Astrophysics 641, A16, 2020 | 21 | 2020 |
Pretrained ViTs yield versatile representations for medical images C Matsoukas, JF Haslum, M Söderberg, K Smith arXiv preprint arXiv:2303.07034, 2023 | 18* | 2023 |
Metadata-guided consistency learning for high content images JF Haslum, C Matsoukas, KJ Leuchowius, E Müllers, K Smith Medical Imaging with Deep Learning, 918-936, 2024 | 8 | 2024 |
Bridging generalization gaps in high content imaging through online self-supervised domain adaptation JF Haslum, C Matsoukas, KJ Leuchowius, K Smith Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 6 | 2024 |
Detailed chemical composition analysis of the Soi crater region on Titan A Solomonidou, MJ Malaska, RMC Lopes, A Coustenis, AM Schoenfeld, ... Icarus 421, 116215, 2024 | 1 | 2024 |
Random Token Fusion for Multi-View Medical Diagnosis J Guo, C Matsoukas, F Strand, K Smith arXiv preprint arXiv:2410.15847, 2024 | | 2024 |
Learning from Offline Foundation Features with Tensor Augmentations E Konuk, C Matsoukas, M Sorkhei, P Lertsiravaramet, K Smith arXiv preprint arXiv:2410.02527, 2024 | | 2024 |
Artificial Intelligence for Medical Image Analysis with Limited Data C Matsoukas KTH Royal Institute of Technology, 2024 | | 2024 |
A comparative study of planetary patera: a priority target for JUICE investigations of Ganymede A Solomonidou, K Stephan, K Soderlund, K Kalousova, M Malaska, ... 44th COSPAR Scientific Assembly. Held 16-24 July 44, 501, 2022 | | 2022 |
A compositional map for Titans surface A Solomonidou, A Coustenis, R Lopes, M Malaska, A Le Gall, B Schmitt, ... AGU Fall Meeting Abstracts 2021, P45G-2512, 2021 | | 2021 |
Compositional mapping of Titan's surface using Cassini VIMS and RADAR data A Solomonidou, A Coustenis, A Le Gall, R Lopes, M Malaska, B Schmidtt, ... European Planetary Science Congress. EPSC 2021, 2021 | | 2021 |
A chemical composition map for Titan's surface A Solomonidou, A Coustenis, R Lopes, M Malaska, A Le Gall, B Schmitt, ... EGU General Assembly Conference Abstracts, EGU21-13516, 2021 | | 2021 |
The chemical composition of impact craters on Titan A Solomonidou, C Neish, A Coustenis, M Malaska, A Le Gall, RMC Lopes, ... 52nd Lunar and Planetary Science Conference, LPI Contribution No. 2548, id. 2633, 2021 | | 2021 |