Concepedia

Gabriel Tseng

GT

Statistics

Publications

5

Citations

157

H-Index

5

Active since

2020

Affiliations

University of Maryland, College Park(Current)

Mila - Quebec Artificial Intelligence Institute

Gabriel Tseng is an author at University of Maryland, College Park specializing in machine learning, geography, and remote sensing.

Top concepts

GeographyEngineeringData ScienceRemote SensingMachine LearningDeep LearningPrecision AgricultureLand UseImage AnalysisMachine Vision

Publications per year

2020–2024

5

Publications

5

Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya

Thomas Lees, Gabriel Tseng, Clement Atzberger et al. · Remote Sensing · 2022 · 44 citations · Full text

Convolutional Neural Network, Precision Agriculture, Hydrological Prediction +27

How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?

Hannah Kerner, Catherine Nakalembe, Adam Yang et al. · Scientific Data · 2024 · 36 citations · Full text

Learning to predict crop type from heterogeneous sparse labels using meta-learning

Gabriel Tseng, Hannah Kerner, Catherine Nakalembe et al. · 2021 · 33 citations

Precision Agriculture, Engineering, Machine Learning +20

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Gabriel Tseng · arXiv (Cornell University) · 2023 · 27 citations · Full text

Engineering, Machine Learning, Satellite Data +21

Rapid Response Crop Maps in Data Sparse Regions

Hannah Kerner, Gabriel Tseng, Inbal Becker‐Reshef et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Precision Agriculture, Engineering, Machine Learning +20

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