David B. Lobell

8 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×2 ICLR ×2 ICML ×2 CVPR ×1 ICCV ×1

Frequent coauthors

Stefano Ermon

×6

Samar Khanna

×4

Chenlin Meng

×3

Marshall Burke

×3

Medhanie Irgau

×2

Rohin Manvi

×2

Jonathan Xu

×2

Amna Elmustafa

×2

Liya Weldegebriel

×2

Emnet Negash

×2

Richard Lee

×2

Harrison H. Li

×1

Papers

Scalable Vision-Guided Crop Yield Estimation
AAAI 2026 ·
Harrison H. Li
,
Medhanie Irgau
,
Nabil Janmohamed
,
Karen Solveig Rieckmann
, David B. Lobell
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts
ICML 2025 ·
Samar Khanna
,
Medhanie Irgau
, David B. Lobell,
Stefano Ermon
Plantation Bench: A Multiscale, Multimodal Remote Sensing Benchmark for Plantation Mapping Under Distribution Shift
ICCV 2025 ·
Angela Tsao
, David B. Lobell
DiffusionSat: A Generative Foundation Model for Satellite Imagery
ICLR 2024 ·
Samar Khanna
,
Patrick Liu
,
Linqi Zhou
,
Chenlin Meng
,
Robin Rombach
,
Marshall Burke
, David B. Lobell,
Stefano Ermon
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
ICLR 2024 ·
Rohin Manvi
,
Samar Khanna
,
Gengchen Mai
,
Marshall Burke
, David B. Lobell,
Stefano Ermon
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
AAAI 2024 ·
Jonathan Xu
,
Amna Elmustafa
,
Liya Weldegebriel
,
Emnet Negash
,
Richard Lee
,
Chenlin Meng
,
Stefano Ermon
, David B. Lobell
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
CVPR 2024 ·
Jonathan Xu
,
Amna Elmustafa
,
Liya Weldegebriel
,
Emnet Negash
,
Richard Lee
,
Chenlin Meng
,
Stefano Ermon
, David B. Lobell
Large Language Models are Geographically Biased
ICML 2024 ·
Rohin Manvi
,
Samar Khanna
,
Marshall Burke
, David B. Lobell,
Stefano Ermon