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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" EGU General Assembly 2025 2025 View publication
Conference Paper
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" EGU General Assembly 2025 2025 View publication
Conference Paper
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
Boyd Pernov, J.; Aeberhard, W. H.; Volpi, M.; Harris, E.; Hohermuth, B.; Ishino, S.; Henne, S.; Im, U.; Quinn, P. K.; Upchurch, L. M.; et al. "Data-driven modeling of environmental factors influencing Arctic methanesulfonic acid aerosol concentrations" Atmospheric Chemistry and Physics 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
Scolardi, K. M.; Wilkinson, K. A.; Aeberhard, W. H. "Long-term aerial monitoring of Florida manatees Trichechus manatus latirostris in a diverse Gulf Coast environment" Endangered Species Research 56 213-230 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
Brandenberger, L.; Fernandes, J. M.; Schlosser, S.; Bakteev, O.; Salamanca, L. "After the enfranchisement: Legislative elites' reactions to women's inclusion" 41st Annual Meeting of the Society for Political Methodology 2024 View publication
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