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 | 24 | 2024 |
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 | 10 | 2024 |
Global Decadal Sea Surface Height Forecast with Conformal Prediction N Lehmann, J Bamber, X Zhu EGU General Assembly Conference Abstracts, EGU-16597, 2023 | 1 | 2023 |
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 |