Marshall Burke
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
8
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 | IJCAI | Generating Interpretable Poverty Maps using Object Detection in Satellite Images. | Kumar Ayush, Burak Uzkent, Marshall Burke, 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 |
| 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 |