Nils Lehmann

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) JMLR (1)

Top co-authors

Isaac Corley (1) Gabriel Huang (1) Alexandre Lacoste (1) Nassim Ait Ait Ali Braham (1) Arindam Banerjee (1) Adam Stewart (1) Yi-Chia Chang (1) Stefan Depeweg (1) Dava Newman (1) David Dao (1)

Keywords

semantic segmentation (3) self-supervised learning (2) remote sensing (2) foundation model (2) multispectral imagery (1) neural network (1) image classification (1) earth monitoring (1) uncertainty quantification (1) earth observation (1) satellite imagery (1)

Papers

Lightning UQ Box: Uncertainty Quantification for Neural Networks JMLR 2025

GEO-Bench: Toward Foundation Models for Earth Monitoring NIPS 2023

SSL4EO-L: Datasets and Foundation Models for Landsat Imagery NIPS 2023