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Dalsasso, E.; Russwurm, M.; Donner, C.; De Vries, R.; Volpi, M.; Tuia, D. "A cross-sensor approach for marine litter detection with self-supervised learning" 2025 View publication
Goshtasbpour, S.; Samarin, M.; Volpi, M. "Learning Extreme Temperature Regimes" ICLR 2025 Workshop on Tackling Climate Change with Machine Learning 2025 View publication
Conference Paper
Donner, C.; Goshtasbpour, S.; Dalsasso, E.; Volpi, M.; Russwurm, M.; Tuia, D. "Autoregressive denoising diffusion for predicting trajectories of floating objects in oceans" 2025 View publication
Svoboda, J.; Ruesch, M.; Liechti, D.; Jones, C.; Volpi, M.; Zehnder, M.; Schweizer, J. "Towards deep-learning solutions for classification of automated snow height measurements (CleanSnow v1.0.2)" Geoscientific Model Development 18 5 1829-1849 2025 View publication
Journal Article
Maier, K.; Bernhard, P.; Ly, S.; Volpi, M.; Nitze, I.; Li, S.; Hajnsek, I. "Detecting mass wasting of Retrogressive Thaw Slumps in spaceborne elevation models using deep learning" International Journal of Applied Earth Observation and Geoinformation 137 104419 2025 View publication
Journal Article
Donner, C.; Mishra, A.; Shimazaki, H. "A projected nonlinear state-space model for forecasting time series signals" International Journal of Forecasting 2025 View publication
Journal Article
Arturi, K.; Harris, E.; Gasser, L.; Escher, B.; Braun, G.; Bosshard, R.; Hollender, J. "MLinvitroTox reloaded for high-throughput hazard-based prioritization of high-resolution mass spectrometry data" Journal of Cheminformatics 17 1 14 2025 View publication
Journal Article
Obrist, J.; Coros, S.; Mora, M. A. Z.; Zheng, H.; Hinchet, R.; Ozdemir, F.; Zarate, J. J.; Katzschmann, R. K. "PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics" 8th IEEE-RAS International Conference on Soft Robotics Extended Abstracts 2025 View publication
Conference Paper
Mari, A.; Remlinger, C.; Castello, R.; Obozinski, G.; Quarteroni, S.; Heymann, F.; Galus, M. "Real-time estimates of Swiss electricity savings using streamed smart meter data" Applied Energy 377 124537 2025 View publication
Journal Article
Pérez-Guillén, C.; Techel, F.; Volpi, M.; Van Herwijnen, A. "Assessing the performance and explainability of an avalanche danger forecast model" Natural Hazards and Earth System Sciences 2025 View publication
Journal Article
Kacprzak, T.; Samothrakitis, S.; Larsen, C. B.; Kopeček, J.; Strobl, M.; Polatidis, E.; Obozinski, G. "Laue Indexing with Optimal Transport" Preprint 2024 View publication
Preprint
Bassi, A.; Höge, M.; Mira, A.; Fenicia, F.; Albert, C. "Learning Landscape Features from Streamflow with Autoencoders" Preprint 2024 View publication
Preprint
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