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Publications of "David B. Lobell" ( http://dblp.L3S.de/Authors/David_B._Lobell )

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Publication years (Num. hits)
2003-2019 (22)
Publication types (Num. hits)
article(13) inproceedings(9)
Venues (Conferences, Journals, ...)
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Found 23 publication records. Showing 22 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Burak Uzkent, Evan Sheehan, Chenlin Meng, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon Learning to Interpret Satellite Images in Global Scale Using Wikipedia. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Wenjie Hu, Jay Harshadbhai Patel, Zoe-Alanah Robert, Paul Novosad, Samuel Asher, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Anthony Perez 0002, Swetava Ganguli, Stefano Ermon, George Azzari, Marshall Burke, David B. Lobell Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Evan Sheehan, Chenlin Meng, Matthew Tan, Burak Uzkent, Neal Jean, David B. Lobell, Marshall Burke, Stefano Ermon Predicting Economic Development using Geolocated Wikipedia Articles. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Wenjie Hu, Jay Harshadbhai Patel, Zoe-Alanah Robert, Paul Novosad, Samuel Asher, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery. Search on Bibsonomy AIES The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Evan Sheehan, Chenlin Meng, Matthew Tan, Burak Uzkent, Neal Jean, Marshall Burke, David B. Lobell, Stefano Ermon Predicting Economic Development using Geolocated Wikipedia Articles. Search on Bibsonomy KDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Burak Uzkent, Evan Sheehan, Chenlin Meng, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon Learning to Interpret Satellite Images using Wikipedia. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon Tile2Vec: Unsupervised representation learning for spatially distributed data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Barak Oshri, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, Jeremy Weinstein, Marshall Burke, David B. Lobell, Stefano Ermon Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Evan Sheehan, Burak Uzkent, Chenlin Meng, Zhongyi Tang, Marshall Burke, David B. Lobell, Stefano Ermon Learning to Interpret Satellite Images Using Wikipedia. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Anna X. Wang, Caelin Tran, Nikhil Desai, David B. Lobell, Stefano Ermon Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data. Search on Bibsonomy COMPASS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Barak Oshri, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, Jeremy Weinstein, Marshall Burke, David B. Lobell, Stefano Ermon Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhenong Jin, George Azzari, Marshall Burke, Stephen Aston, David B. Lobell Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa. Search on Bibsonomy Remote Sensing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Anthony Perez 0002, Christopher Yeh, George Azzari, Marshall Burke, David B. Lobell, Stefano Ermon Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Huaiyang Zhong, Xiaocheng Li, David B. Lobell, Stefano Ermon, Margaret L. Brandeau Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jiaxuan You, Xiaocheng Li, Melvin Low, David B. Lobell, Stefano Ermon Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Reid Pryzant, Stefano Ermon, David B. Lobell Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning. Search on Bibsonomy CVPR Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Meha Jain, Amit K. Srivastava, Balwinder Singh, Rajiv K. Joon, Andrew McDonald, Keitasha Royal, Madeline C. Lisaius, David B. Lobell Mapping Smallholder Wheat Yields and Sowing Dates Using Micro-Satellite Data. Search on Bibsonomy Remote Sensing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sang Michael Xie, Neal Jean, Marshall Burke, David B. Lobell, Stefano Ermon Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Sang Michael Xie, Neal Jean, Marshall Burke, David B. Lobell, Stefano Ermon Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1David B. Lobell, Gregory Asner Comparison of Earth Observing-1 ALI and Landsat ETM+ for crop identification and yield prediction in Mexico. Search on Bibsonomy IEEE Trans. Geoscience and Remote Sensing The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
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