Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network. - Michael Stalder; Firat Ozdemir; Artur Safin; Jonas Sukys; Damien Bouffard; Fernando Pérez-Cruz (CoRR, 2021)

Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data. - Anna Klimovskaia Susmelj; Berkan Lafci; Firat Ozdemir; Neda Davoudi; Xosé-Luís Dean-Ben; Fernando Pérez-Cruz; Daniel Razansky (MIDL, 2022)

Learning Summary Statistics for Bayesian Inference with Autoencoders. - Carlo Albert; Simone Ulzega; Firat Ozdemir; Fernando Pérez-Cruz; Antonietta Mira (CoRR, 2022)

Retrospective Uncertainties for Deep Models using Vine Copulas. - Natasa Tagasovska; Firat Ozdemir; Axel Brando (AISTATS, 2023)

Renku: a platform for sustainable data science. - Rok Roskar; Chandrasekhar Ramakrishnan; Michele Volpi; Fernando Pérez-Cruz; Lilian Gasser; Firat Ozdemir; Patrick Paitz; Mohammad Alisafaee; Philipp Fischer; Ralf Grubenmann; Eliza J. Harris; Tasko Olevski; et al. (NeurIPS, 2023)

OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing. - Firat Ozdemir; Berkan Lafci; Xosé-Luís Dean-Ben; Daniel Razansky; Fernando Pérez-Cruz (Trans. Mach. Learn. Res., 2023)

PokeFlex: A Real-World Dataset of Deformable Objects for Robotics. - Jan Obrist; Miguel Zamora; Hehui Zheng; Ronan Hinchet; Firat Ozdemir; Juan Zarate; Robert K. Katzschmann; Stelian Coros (CoRR, 2024)

Modeling multiple sclerosis using mobile and wearable sensor data. - Shkurta Gashi; Pietro Oldrati; Max Möbus; Marc Hilty; Liliana Barrios; Firat Ozdemir; Veronika Kana; Andreas Lutterotti; Gunnar Rätsch; Christian Holz 001 (npj Digit. Medicine, 2024)

Signal domain adaptation network for limited-view optoacoustic tomography. - Anna Klimovskaia Susmelj; Berkan Lafci; Firat Ozdemir; Neda Davoudi; Xosé-Luís Dean-Ben; Fernando Pérez-Cruz; Daniel Razansky (Medical Image Anal., 2024)

FocusDD: Real-World Scene Infusion for Robust Dataset Distillation. - Youbing Hu; Yun Cheng; Olga Saukh; Firat Ozdemir; Anqi Lu; Zhiqiang Cao; Zhijun Li 002 (CoRR, 2025)

Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes. - Fanny Lehmann; Firat Ozdemir; Benedikt Soja; Torsten Hoefler; Siddhartha Mishra; Sebastian Schemm (CoRR, 2025)