LB
Luke Barrington
cs.AIcs.LGCrowdsourcingcs.CVcs.CYcs.MMecologyModels, Psychologicalphysics.ao-phSatellite Imagery
On Valency
published · living versionsW_8xe9byar·v1 · currentpublished
Machine Learning for Precipitation Nowcasting from Radar Images
with Shreya Agrawal, Carla Bromberg, John Burge, Cenk Gazen +1
1 version
Preprints & journals
11 papers in the corpus · 2008–2026Google Earth AI Geospatial Reasoning Agent: Capabilities and a Systematic Evaluation2610.15750v1 · Noam Slonim, Aviv Slobodkin, Gil Fidel et al.2026 · 0 citationsarXiv
Earth AI: Unlocking Geospatial Insights with Foundation Models and Cross-Modal Reasoning2510.18318v4 · Aaron Bell, Amit Aides, Amr Helmy et al.2025 · 3 citationsarXiv
General Geospatial Inference with a Population Dynamics Foundation Model2411.07207v6 · Mohit Agarwal, Mimi Sun, Chaitanya Kamath et al.2024 · 3 citationsarXiv
WeatherBench 2: A benchmark for the next generation of data-driven global weather models2308.15560v2 · Stephan Rasp, Stephan Hoyer, Alexander Merose et al.2023 · 240 citationsarXiv
Insights from the first global population estimate of Weddell seals in Antarctica.34559555 · LaRue, Michelle, Salas, Leo, Nur, Nadav et al.2022 · 67 citationsScience advances. 2021;7(39):eabh3674
Reducing error and increasing reliability of wildlife counts from citizen science surveys: counting Weddell Seals in the Ross Sea from satellite images10.1101/2020.11.18.388157v1 · Salas, L., LaRue, M., Nur, N. et al.2020 · 3 citationsbioRxiv
Machine Learning for Precipitation Nowcasting from Radar Images1912.12132v1 · Shreya Agrawal, Luke Barrington, Carla Bromberg et al.2019 · 228 citationsarXivon Valency
Crowdsourcing the unknown: the satellite search for Genghis Khan.25549335 · Lin, A Y M, Lin, Albert Yu-Min, Huynh, Andrew et al.2016 · 44 citationsPloS one. 2014;9(12):e114046
Game-powered machine learning.22460786 · Barrington, Luke, Turnbull, Douglas, Lanckriet, Gert2012 · 34 citationsProceedings of the National Academy of Sciences of the United States of America. 2012;109(17):6411-6
Learning content similarity for music recommendation1105.2344v1 · Brian McFee, Luke Barrington, Gert Lanckriet2011 · 140 citationsarXiv
NIMBLE: a kernel density model of saccade-based visual memory.19146318 · Barrington, Luke, Marks, Tim K, Hsiao, Janet Hui-wen et al.2009 · 23 citationsJournal of vision. 2008;8(14):17.1-14
Career total: 53 works. 11 are in this corpus.
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