Towards Robust Cloud Detection in Satellite Images Using U-Nets. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Jakub Nalepa (IGARSS, 2021)

Benchmarking Deep Learning for On-Board Space Applications. - Maciej Ziaja; Piotr Bosowski; Michal Myller; Grzegorz Gajoch; Michal Gumiela; Jennifer Protich; Katherine Borda; Dhivya Jayaraman; Renata Dividino; Jakub Nalepa (Remote. Sens., 2021)

Are Cloud Detection U-Nets Robust Against in-Orbit Image Acquisition Conditions? - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Marcin Cwiek; Tomasz Lakota; Nicolas Longépé; Jakub Nalepa (IGARSS, 2022)

Data Augmentation for Multi-Image Super-Resolution. - Maciej Ziaja; Jakub Nalepa; Michal Kawulok (IGARSS, 2022)

MuS2: A Benchmark for Sentinel-2 Multi-Image Super-Resolution. - Pawel Kowaleczko; Tomasz Tarasiewicz; Maciej Ziaja; Daniel Kostrzewa; Jakub Nalepa; Przemyslaw Rokita; Michal Kawulok (CoRR, 2022)

Self-Configuring nnU-Nets Detect Clouds in Satellite Images. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (CoRR, 2022)

Understanding the Value of Hyperspectral Image Super-Resolution from Prisma Data. - Michal Kawulok; Pawel Kowaleczko; Maciej Ziaja; Jakub Nalepa; Daniel Kostrzewa; Daniele Latini; Davide De Santis; Giorgia Salvucci; Ilaria Petracca; Valeria La Pegna; Zoltan Bartalis; Fabio Del Frate (IGARSS, 2023)

Hyperspectral Image Pansharpening: The Prisma Case Study. - Maciej Ziaja; Pawel Kowaleczko; Jakub Nalepa; Daniel Kostrzewa; Daniele Latini; Davide De Santis; Giorgia Salvucci; Ilaria Petracca; Valeria La Pegna; Fabio Del Frate; Michal Kawulok (IGARSS, 2023)

Identification of Magnetorheological Damper Model for Off-Road Vehicle Suspension. - Piotr Krauze; Marek Placzek; Zbigniew Zmudka; Dawid Bauke; Przemyslaw Olszówka; Jakub Turek; Artur Wycislok; Maciej Ziaja; Szymon Zosgórnik; Wojciech Janusz; Grzegorz Przybyla; Michal Wychowanski (PCC (1), 2023)

Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Piotr Bosowski; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (CoRR, 2023)

Toward Task-Driven Satellite Image Super-Resolution. - Maciej Ziaja; Pawel Kowaleczko; Daniel Kostrzewa; Nicolas Longépé; Michal Kawulok (IGARSS, 2024)

Squeezing adaptive deep learning methods with knowledge distillation for on-board cloud detection. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Piotr Bosowski; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (Eng. Appl. Artif. Intell., 2024)

Hyperspectral Image Super-Resolution: Task-Based Evaluation. - Michal Kawulok; Pawel Kowaleczko; Maciej Ziaja; Jakub Nalepa; Daniel Kostrzewa; Daniele Latini; Davide De Santis; Giorgia Salvucci; Ilaria Petracca; Valeria La Pegna; Zoltan Bartalis; Fabio Del Frate (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Hyperspectral Pansharpening Enhanced With Multi-Image Super-Resolution for PRISMA Data. - Maciej Ziaja; Pawel Kowaleczko; Tomasz Tarasiewicz; Daniel Kostrzewa; Michal Kawulok (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)