| 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 | 188 | 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 | 85 | 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 | 42 | 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 | 25 | 2023 |
| 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 | 22 | 2020 |
| 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 | 21 | 2024 |
| 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 | 20 | 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 | 19 | 2020 |
| Pretrained ViTs yield versatile representations for medical images C Matsoukas, JF Haslum, M Söderberg, K Smith arXiv preprint arXiv:2303.07034, 2023 | 16* | 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 | 7 | 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 | 3 | 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 |
| 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, EPSC2021-137, 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 |
| Titan's chemical composition from Cassini/VIMS and the connection to habitability A Solomonidou, A Coustenis, N Altobelli, C Sotin, A Le Gall, C Elachi, ... 43rd COSPAR Scientific Assembly. Held 28 January-4 February 43, 487, 2021 | | 2021 |
