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Brun, P.; Karger, D. N.; Zurell, D.; Descombes, P.; De Witte, L. C.; De Lutio, R.; Wegner, J. D.; Zimmermann, N. E. "Multispecies deep learning using citizen science data produces more informative plant community models" Nature Communications 15 1 4421 2024 View publication
Journal Article
Renfrew, D.; Vasilaki, V.; Nika, E.; Harris, E.; Katsou, E. "Tracing wastewater resources: Unravelling the circularity of waste using source, destination, and quality analysis" Water Research 250 120901 2024 View publication
Journal Article
Park, C. F.; Barzegar-Keshteli, M.; Korchagina, K.; Delrocq, A.; Susoy, V.; Jones, C. L.; Samuel, A. D. T.; Rahi, S. J. "Automated neuron tracking inside moving and deforming C. elegans using deep learning and targeted augmentation" Nature Methods 21 1 142-149 2024 View publication
Journal Article
Dirmeier, S.; Hong, Y.; Perez-Cruz, F. "Synthetic location trajectory generation using categorical diffusion models" Preprint 2024 View publication
Preprint
Bergmeister, A.; Martinkus, K.; Perraudin, N.; Wattenhofer, R. "Efficient and Scalable Graph Generation through Iterative Local Expansion" The Twelfth International Conference on Learning Representations 2024 View publication
Conference Paper
Dirmeier, S. "Surjectors: surjection layers for density estimationwith normalizing flows" Journal of Open Source Software 9 94 6188 2024 View publication
Journal Article
Susmelj, A. K.; Lafci, B.; Ozdemir, F.; Davoudi, N.; Deán-Ben, X. L.; Perez-Cruz, F.; Razansky, D. "Signal domain adaptation network for limited-view optoacoustic tomography" Medical Image Analysis 91 103012 2024 View publication
Journal Article
Gasser, L.; Schür, C.; Perez-Cruz, F.; Schirmer, K.; Baity-Jesi, M. "Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance" Environmental Science: Advances 3 8 1124-1138 2024 View publication
Journal Article
Stalder, S.; Volpi, M.; Büttner, N.; Law, S.; Harttgen, K.; Suel, E. "Self-supervised learning unveils urban change from street-level images" Computers, Environment and Urban Systems 112 102156 2024 View publication
Journal Article
Gashi, S.; Oldrati, P.; Moebus, M.; Hilty, M.; Barrios, L.; Ozdemir, F.; Kana, V.; Lutterotti, A.; Rätsch, G.; Holz, C. "Modeling multiple sclerosis using mobile and wearable sensor data" npj Digital Medicine 7 1 64 2024 View publication
Journal Article
Boyd Pernov, J.; Harris, E.; Volpi, M.; Baumgartner, T.; Hohermuth, B.; Henne, S.; Aeberhard, W. H.; Becagli, S.; Quinn, P. K.; Traversi, R.; et al. "Pan-Arctic Methanesulfonic Acid Aerosol: Source regions, atmospheric drivers, and future projections" npj Climate and Atmospheric Science 7 166 1-18 2024 View publication
Journal Article
Vagnoni, E.; Muser, T.; Seydoux, M.; Morabito, A.; Krymova, E. "On the modelling of the fatigue-induced damage in Francis turbines start-up sequences" IOP Conference Series: Earth and Environmental Science 1411 1 12043 2024 View publication
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