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Haefeli, K. K.; Martinkus, K.; Perraudin, N.; Wattenhofer, R. "Diffusion Models for Graphs Benefit From Discrete State Spaces" The First Learning on Graphs Conference 2022 View publication
Conference Paper
Chaudhary, P.; Leitão, J. P.; Donauer, T.; D’Aronco, S.; Perraudin, N.; Obozinski, G.; Perez-Cruz, F.; Schindler, K.; Wegner, J. D.; Russo, S. "Flood Uncertainty Estimation Using Deep Ensembles" Water 14 19 2980 2022 View publication
Journal Article
Teurtrie, A.; Perraudin, N.; Holvoet, T.; Chen, H.; Alexander, D. T. L.; Obozinski, G.; Hébert, C. "Physics-Guided Machine Learning for the Analysis of Low SNR STEM-EDXS Data" Microscopy and Microanalysis 28 S1 2978-2979 2022 View publication
Journal Article
Martinkus, K.; Loukas, A.; Perraudin, N.; Wattenhofer, R. "SPECTRE : Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators" International Conference on Machine Learning 2022 View publication
Conference Paper
Cramer, E. Y.; Huang, Y.; Wang, Y.; Ray, E. L.; Cornell, M.; Bracher, J.; Brennen, A.; Rivadeneira, A. J. C.; Gerding, A.; House, K.; et al. "The United States COVID-19 Forecast Hub dataset" Scientific Data 9 1 462 2022 View publication
Journal Article
Descombes, P.; Chauvier, Y.; Brun, P.; Righetti, D.; Wüest, R. O.; Karger, D. N.; Zurell, D.; Zimmermann, N. E. "Strategies for sampling pseudo-absences for species distribution models in complex mountainous terrain" Preprint 2022 View publication
Preprint
Klimovskaia, A.; Lafci, B.; Ozdemir, F.; Davoudi, N.; Dean-Ben, X. L.; Perez-Cruz, F.; Razansky, D. "Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data" Medical Imaging with Deep Learning 2022 View publication
Conference Paper
Brun, P.; Zimmermann, N. E.; Hari, C.; Pelissier, L.; Karger, D. N. "Global climate-related predictors at kilometer resolution for the past and future" Earth System Science Data 14 5573-5603 2022 View publication
Journal Article
Pérez-Guillén, C.; Techel, F.; Hendrick, M.; Volpi, M.; van Herwijnen, A.; Olevski, T.; Obozinski, G.; Pérez-Cruz, F.; Schweizer, J. "Weather, snowpack and danger ratings data for automated avalanche danger level predictions" Available at: https://www.doi.org/10.16904/envidat.330 2022 View publication
Dataset
Ozdemir, F.; Lafci, B.; Dean-Ben, X. L.; Razansky, D.; Perez-Cruz, F. "OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing" Available at: http://hdl.handle.net/20.500.11850/551512 2022 View publication
Dataset
Hendrick, M.; Techel, F.; Volpi, M.; Olevski, T.; Pérez-Guillén, C.; van Herwijnen, A.; Schweizer, J. "Automated prediction of wet-snow avalanche activity in Switzerland" EGU General Assembly Conference Abstracts EGU22-7403 2022 View publication
Conference Paper
Pérez-Guillén, C.; Techel, F.; Hendrick, M.; Volpi, M.; van Herwijnen, A.; Olevski, T.; Obozinski, G.; Pérez-Cruz, F.; Schweizer, J. "Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland" Natural Hazards and Earth System Sciences 22 2031–2056 2022 View publication
Journal Article
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