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 | 143 | 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 | 72 | 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 | 35 | 2018 |
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 | 17 | 2020 |
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 | 15 | 2023 |
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 | 15 | 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 | 14 | 2020 |
Pretrained ViTs yield versatile representations for medical images C Matsoukas, JF Haslum, M Söderberg, K Smith arXiv preprint arXiv:2303.07034, 2023 | 8* | 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 | 4 | 2024 |
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 | 2 | 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 | | 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, 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 |
The chemical composition of impact craters on Titan C Athena, A Solomonidou, C Neish, A Coustenis, M Malaska, A Le Gall, ... EGU General Assembly 2020, 2020 | | 2020 |
The raised ramparts around Titan's northern lakes: Spectral and emissivity analysis A Solomonidou, AA Le Gall, M Malaska, S Birch, RMC Lopes, ... AGU Fall Meeting Abstracts 2019, P23D-3524, 2019 | | 2019 |
The raised ramparts around Titan’s northern lakes A Solomonidou, A Le Gall, M Malaska, S Birch, R Lopes, A Coustenis, ... EGU General Assembly Conference Abstracts, 9493, 2019 | | 2019 |