David B. Lobell

5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (2) AAAI (1)

Top co-authors

Stefano Ermon (4) Samar Khanna (4) Marshall Burke (3) Medhanie Irgau (2) Rohin Manvi (2) Chenlin Meng (1) Patrick Liu (1) Harrison H Li (1) Robin Rombach (1) Karen Solveig Rieckmann (1)

Keywords

computer vision (1) uncertainty quantification (1) confidence interval (1) prediction-powered inference (1) crop yield estimation (1)

Papers

Scalable Vision-Guided Crop Yield Estimation AAAI 2026

ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts ICML 2025

DiffusionSat: A Generative Foundation Model for Satellite Imagery ICLR 2024

GeoLLM: Extracting Geospatial Knowledge from Large Language Models ICLR 2024

Large Language Models are Geographically Biased ICML 2024