David B. Lobell
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
9
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Scalable Vision-Guided Crop Yield Estimation. | Harrison H. Li, Medhanie Irgau, Nabil Janmohamed, Karen Solveig Rieckmann, David B. Lobell |
| 2025 | ICCV | Plantation Bench: A Multiscale, Multimodal Remote Sensing Benchmark for Plantation Mapping Under Distribution Shift. | Angela Tsao, David B. Lobell |
| 2025 | ICML | ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts. | Samar Khanna, Medhanie Irgau, David B. Lobell, Stefano Ermon |
| 2024 | AAAI | HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing. | Jonathan Xu, Amna Elmustafa, Liya Weldegebriel, Emnet Negash, Richard Lee, Chenlin Meng, Stefano Ermon, David B. Lobell |
| 2024 | CVPR | HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing. | Jonathan Xu, Amna Elmustafa, Liya Weldegebriel, Emnet Negash, Richard Lee, Chenlin Meng, Stefano Ermon, David B. Lobell |
| 2024 | ICLR | DiffusionSat: A Generative Foundation Model for Satellite Imagery. | Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2024 | ICLR | GeoLLM: Extracting Geospatial Knowledge from Large Language Models. | Rohin Manvi, Samar Khanna, Gengchen Mai, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2024 | ICML | Large Language Models are Geographically Biased. | Rohin Manvi, Samar Khanna, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2022 | AAAI | IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling. | Chenlin Meng, Enci Liu, Willie Neiswanger, Jiaming Song, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2021 | AAAI | Efficient Poverty Mapping from High Resolution Remote Sensing Images. | Kumar Ayush, Burak Uzkent, Kumar Tanmay, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2021 | AAAI | Predicting Livelihood Indicators from Community-Generated Street-Level Imagery. | Jihyeon Janel Lee, Dylan Grosz, Burak Uzkent, Sicheng Zeng, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2021 | ICCV | Geography-Aware Self-Supervised Learning. | Kumar Ayush, Burak Uzkent, Chenlin Meng, Kumar Tanmay, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2020 | CVPR | Farm Parcel Delineation Using Spatio-temporal Convolutional Networks. | Han Lin Aung, Burak Uzkent, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2020 | CVPR | Meta-Learning for Few-Shot Land Cover Classification. | Marc Ruwurm, Sherrie Wang, Marco Krner, David B. Lobell |
| 2020 | IJCAI | Generating Interpretable Poverty Maps using Object Detection in Satellite Images. | Kumar Ayush, Burak Uzkent, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2020 | IGARSS | Landsat-Based Reconstruction of Corn and Soybean Yield Histories in the United States Since 1999. | David B. Lobell, Walter T. Dado, Jillian M. Deines, Stefania Di Tommaso, Sherrie Wang |
| 2019 | AAAI | Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data. | Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon |
| 2019 | AIES | Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery. | Wenjie Hu, Jay Harshadbhai Patel, Zoe-Alanah Robert, Paul Novosad, Samuel Asher, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2019 | CVPR | Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods. | Rose M. Rustowicz, Robin Cheong, Lijing Wang, Stefano Ermon, Marshall Burke, David B. Lobell |
| 2019 | IJCAI | Learning to Interpret Satellite Images using Wikipedia. | Burak Uzkent, Evan Sheehan, Chenlin Meng, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2019 | KDD | Predicting Economic Development using Geolocated Wikipedia Articles. | Evan Sheehan, Chenlin Meng, Matthew Tan, Burak Uzkent, Neal Jean, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2018 | KDD | Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning. | Barak Oshri, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, Jeremy Weinstein, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2017 | AAAI | Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data. | Jiaxuan You, Xiaocheng Li, Melvin Low, David B. Lobell, Stefano Ermon |
| 2017 | CVPR | Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning. | Reid Pryzant, Stefano Ermon, David B. Lobell |
| 2016 | AAAI | Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping. | Sang Michael Xie, Neal Jean, Marshall Burke, David B. Lobell, Stefano Ermon |