Nils Lehmann

According to our database, Nils Lehmann authored at least 7 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models.

Zhitong Xiong, Yi Wang, Weikang Yu, Adam J. Stewart, Jie Zhao, Nils Lehmann, Thomas Dujardin, Zhenghang Yuan, Pedram Ghamisi, Xiao Xiang Zhu

CoRR, March, 2025

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation.

Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning.

Nils Lehmann, Jakob Gawlikowski, Adam J. Stewart, Vytautas Jancauskas, Stefan Depeweg, Eric T. Nalisnick, Nina Maria Gottschling

CoRR, 2024

Uncertainty Aware Tropical Cyclone Wind Speed Estimation from Satellite Data.

Nils Lehmann, Nina Maria Gottschling, Stefan Depeweg, Eric T. Nalisnick

CoRR, 2024

2023

SSL4EO-L: Datasets and Foundation Models for Landsat Imagery.

Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GEO-Bench: Toward Foundation Models for Earth Monitoring.

Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan D. Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava J. Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2008

Reliability of diagnoses coding with ICD-10.

Jürgen Stausberg, Nils Lehmann, Dirk Kaczmarek, Markus Stein

Int. J. Medical Informatics, 2008