Publications

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Kondapaneni, N.; Marks, M.; Knott, M.; Guimarães, R.; Perona, P. "Text-image Alignment for Diffusion-based Perception" Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 13883-13893 2024 View publication
Conference Paper
Svoboda, J.; Zehnder, M.; Ruesch, M.; Liechti, D.; Jones, C.; Volpi, M.; Rixen, C.; Schweizer, J. "Classification of Snow Depth Measurements for tracking plant phenological shifts in Alpine regions" NeurIPS 2024 Workshop on Tackling Climate Change with Machine Learning 2024 View publication
Conference Paper
Brandenberger, L.; Minder, J.; Salamanca, L.; Schlosser, S.; Gasser, L.; Jung, V.; Shariat, K.; Balode, M.; Schmidt-Rohr, A.; Babić, L.; et al. "DemocraSci - A Parliamentary Knowledge Graph (4 legislative periods)" Available at: https://zenodo.org/doi/10.5281/zenodo.13920293 2024 View publication
Dataset
Minder, J.; Brandenberger, L.; Salamanca, L.; Schweitzer, F. "Data2Neo - A Tool for Complex Neo4j Data Integration" Preprint 2024 View publication
Preprint
Salamanca, L.; Brandenberger, L.; Gasser, L.; Schlosser, S.; Balode, M.; Jung, V.; Perez-Cruz, F.; Schweitzer, F. "Processing Large-Scale Archival Records: The Case of the Swiss Parliamentary Records" Swiss Political Science Review 30 2 140-153 2024 View publication
Journal Article
Kraus, M. A.; Kuhn, S. V.; Hodel, A.; Bischof, R.; Maissen, A.; Salamanca Mino, L.; Pérez-Cruz, F. "Parametrische Modellierung und generatives tiefes Lernen für den Brückenentwurf" Bautechnik 101 3 174-180 2024 View publication
Journal Article
Hausladen, C. I.; Knott, M.; Camerer, C. F.; Perona, P. "Social perception of faces in a vision-language model" Preprint 2024 View publication
Preprint
Izzo, D.; Schlosser, S.; Salamanca, L.; Brandenberger, L. "How has Parliamentary Populism in Switzerland evolved over time? Evidence from the Swiss parliamentary speeches spanning 130 years" Annual Convention of the Swiss Political Science Association 2023 View publication
Conference Paper
Schür, C.; Gasser, L.; Perez-Cruz, F.; Schirmer, K.; Baity-Jesi, M. "Data for: A Benchmark Dataset for Machine Learning in Ecotoxicology" Available at: https://opendata.eawag.ch/dataset/adore 2023 View publication
Dataset
De Fondeville, R.; Wu, Z.; Székely, E.; Obozinski, G.; Domeisen, D. I. V. "Improved extended-range prediction of persistent stratospheric perturbations using machine learning" Weather and Climate Dynamics 4 2 287-307 2023 View publication
Journal Article
Hendrick, M.; Techel, F.; Volpi, M.; Olevski, T.; Pérez-Guillén, C.; Herwijnen, A. V.; Schweizer, J. "Automated prediction of wet-snow avalanche activity in the Swiss Alps" Journal of Glaciology 69 277 1365-1378 2023 View publication
Journal Article
Hong, Y.; Xin, Y.; Dirmeier, S.; Perez-Cruz, F.; Raubal, M. "A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks" Preprint 2023 View publication
Preprint
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