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Christos Matsoukas
Christos Matsoukas
Verified email at kth.se
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Year
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
492021
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
322018
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
152020
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
112020
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
82022
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
82020
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
2023
Metadata-guided Consistency Learning for High Content Images
JF Haslum, C Matsoukas, KJ Leuchowius, E Müllers, K Smith
arXiv preprint arXiv:2212.11595, 2022
2022
Metadata-guided Consistency Learning for High Content Images
J Fredin Haslum, C Matsoukas, KJ Leuchowius, E Müllers, K Smith
arXiv e-prints, arXiv: 2212.11595, 2022
2022
A comparative study of planetary patera: a priority target for JUICE investigations of Ganymede
A Solomonidou, K Stephan, R Lopes, M Malaska, C Matsoukas, ...
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
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
Model Distillation for Deep-Learning-Based Gaze Estimation
C Matsoukas
2019
Insights on the formation of raised rims around Titan's polar basins from Cassini near-IR and microwave observations
A Solomonidou, A Coustenis, P Drossart, RH Brown, N Altobelli, ...
42nd COSPAR Scientific Assembly 42, B5. 3-22-18, 2018
2018
Titan's Major Geomorphological Units: Their Spectral and Morphological Nature
A Solomonidou, A Coustenis, P Drossart, RH Brown, K Stephan, ...
42nd COSPAR Scientific Assembly 42, B5. 2-32-18, 2018
2018
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