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Nils Lehmann
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Geo-bench: Toward foundation models for earth monitoring
A Lacoste, N Lehmann, P Rodriguez, E Sherwin, H Kerner, B Lütjens, ...
Advances in Neural Information Processing Systems 36, 2024
242024
Ssl4eo-l: Datasets and foundation models for landsat imagery
A Stewart, N Lehmann, I Corley, Y Wang, YC Chang, NA Ait Ali Braham, ...
Advances in Neural Information Processing Systems 36, 2024
102024
Global Decadal Sea Surface Height Forecast with Conformal Prediction
N Lehmann, J Bamber, X Zhu
EGU General Assembly Conference Abstracts, EGU-16597, 2023
12023
Uncertainty Aware Tropical Cyclone Wind Speed Estimation from Satellite Data
N Lehmann, NM Gottschling, S Depeweg, E Nalisnick
ICLR Workshop Machine Learning for Remote Sensing 2024, 2024
2024
Conditional Generative Models for OceanBench Sea Surface Height Interpolation
N Lehmann, J Bamber, X Zhu
EGU24, 2024
2024
A Comparison of Uncertainty Quantification Methods for Earth Observation Image Regression Data
N Lehmann, NM Gottschling, S Depeweg, E Nalisnick
2023
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