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Wang, R.; Xin, Y.; Zhang, Y.; Perez-Cruz, F.; Raubal, M. "Counterfactual Explanations for Deep Learning-Based Traffic Forecasting" Preprint 2024 View publication
Preprint
Humml, J. M.; Cohen, V.; Perez-Cruz, F.; Gharib, M.; Rösgen, T. "Augmented Reality Guided Aerodynamic Sampling" AIAA SCITECH 2024 Forum 2024 View publication
Conference Paper
Di Noia, A.; Macocco, I.; Glielmo, A.; Laio, A.; Mira, A. "Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification" Preprint 2024 View publication
Preprint
Humml, J. M.; Oshima, E.; O'Gara, S.; Rusch, A.; Gharib, M.; Lee, V.; Khodadoust, A. "Development of machine learning tools for aerospace design: wind tunnel investigations on a speed bump model" AIAA SCITECH 2024 Forum 2024 View publication
Conference Paper
Bertoli, G.; Mohebi, S.; Ozdemir, F.; Jucker, J.; Rüdisühli, S.; Perez-Cruz, F.; Schemm, S. "Revisiting Machine Learning Approaches for Short- and Longwave Radiation Inference in Weather and Climate Models, Part II: Online Performance" Preprint 2024 View publication
Preprint
Kraft, B.; Schirmer, M.; Aeberhard, W. H.; Zappa, M.; Seneviratne, S. I.; Gudmundsson, L. "CH-RUN: A data-driven spatially contiguous runoff monitoring product for Switzerland" Preprint 2024 View publication
Preprint
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
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