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Firat Ozdemir
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2020 – today
- 2024
- [j3]Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky:
Signal domain adaptation network for limited-view optoacoustic tomography. Medical Image Anal. 91: 103012 (2024) - [j2]Shkurta Gashi, Pietro Oldrati, Max Möbus, Marc Hilty, Liliana Barrios, Firat Ozdemir, Veronika Kana, Andreas Lutterotti, Gunnar Rätsch, Christian Holz:
Modeling multiple sclerosis using mobile and wearable sensor data. npj Digit. Medicine 7(1) (2024) - [i5]Jan Obrist, Miguel Zamora, Hehui Zheng, Ronan Hinchet, Firat Ozdemir, Juan Zarate, Robert K. Katzschmann, Stelian Coros:
PokeFlex: A Real-World Dataset of Deformable Objects for Robotics. CoRR abs/2410.07688 (2024) - 2023
- [j1]Firat Ozdemir, Berkan Lafci, Xosé-Luís Dean-Ben, Daniel Razansky, Fernando Pérez-Cruz:
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing. Trans. Mach. Learn. Res. 2023 (2023) - [c3]Natasa Tagasovska, Firat Ozdemir, Axel Brando:
Retrospective Uncertainties for Deep Models using Vine Copulas. AISTATS 2023: 7528-7539 - [c2]Rok Roskar, Chandrasekhar Ramakrishnan, Michele Volpi, Fernando Pérez-Cruz, Lilian Gasser, Firat Ozdemir, Patrick Paitz, Mohammad Alisafaee, Philipp Fischer, Ralf Grubenmann, Eliza Harris, Tasko Olevski, Carl Remlinger, Luis Salamanca, Elisabet Capon Garcia, Lorenzo Cavazzi, Jakub Chrobasik, Darlin Cordoba Osnas, Alessandro Degano, Jimena Dupre, Wesley Johnson, Eike Kettner, Laura Kinkead, Sean D. Murphy, Flora Thiebaut, Olivier Verscheure:
Renku: a platform for sustainable data science. NeurIPS 2023 - [i4]Natasa Tagasovska, Firat Ozdemir, Axel Brando:
Retrospective Uncertainties for Deep Models using Vine Copulas. CoRR abs/2302.12606 (2023) - 2022
- [c1]Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky:
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data. MIDL 2022: 1173-1191 - [i3]Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Pérez-Cruz, Antonietta Mira:
Learning Summary Statistics for Bayesian Inference with Autoencoders. CoRR abs/2201.12059 (2022) - [i2]Berkan Lafci, Firat Ozdemir, Xosé-Luís Dean-Ben, Daniel Razansky, Fernando Pérez-Cruz:
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing. CoRR abs/2206.08612 (2022) - 2021
- [i1]Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Pérez-Cruz:
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network. CoRR abs/2109.13235 (2021)
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