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08/23/2023
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
Small farms contribute to a large share of the productive land in develo...
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01/04/2023
Building Coverage Estimation with Low-resolution Remote Sensing Imagery
Building coverage statistics provide crucial insights into the urbanizat...
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11/19/2020
Geography-Aware Self-Supervised Learning
Contrastive learning methods have significantly narrowed the gap between...
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06/15/2020
Predicting Livelihood Indicators from Crowdsourced Street Level Images
Major decisions from governments and other large organizations rely on m...
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06/07/2020
Efficient Poverty Mapping using Deep Reinforcement Learning
The combination of high-resolution satellite imagery and machine learnin...
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04/28/2020
Meta-Learning for Few-Shot Land Cover Classification
The representations of the Earth's surface vary from one geographic regi...
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04/11/2020
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks
Farm parcel delineation provides cadastral data that is important in dev...
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02/05/2020
Generating Interpretable Poverty Maps using Object Detection in Satellite Images
Accurate local-level poverty measurement is an essential task for govern...
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05/07/2019
Learning to Interpret Satellite Images in Global Scale Using Wikipedia
Despite recent progress in computer vision, finegrained interpretation o...
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05/05/2019
Predicting Economic Development using Geolocated Wikipedia Articles
Progress on the UN Sustainable Development Goals (SDGs) is hampered by a...
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05/04/2019
Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery
Millions of people worldwide are absent from their country's census. Acc...
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09/19/2018
Learning to Interpret Satellite Images Using Wikipedia
Despite recent progress in computer vision, fine-grained interpretation ...
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06/03/2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning
The UN Sustainable Development Goals allude to the importance of infrast...
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05/08/2018
Tile2Vec: Unsupervised representation learning for remote sensing data
Remote sensing lacks methods like the word vector representations and pr...
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11/15/2017
Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans
Eradicating hunger and malnutrition is a key development goal of the 21s...
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11/10/2017
