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Gabriel Tseng
Gabriel Tseng
Mila, McGill University
在 mila.quebec 的电子邮件经过验证 - 首页
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引用次数
引用次数
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Cropharvest: A global dataset for crop-type classification
G Tseng, I Zvonkov, CL Nakalembe, H Kerner
Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021
45*2021
Rapid Response Crop Maps in Data Sparse Regions
H Kerner, G Tseng, I Becker-Reshef, C Nakalembe, B Barker, B Munshell, ...
arXiv preprint arXiv:2006.16866, 2020
342020
Learning To Predict Crop Type From Heterogeneous Sparse Labels Using Meta-Learning
G Tseng, H Kerner, C Nakalembe, I Becker-Reshef
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
312021
Lightweight, pre-trained transformers for remote sensing timeseries
G Tseng, R Cartuyvels, I Zvonkov, M Purohit, D Rolnick, H Kerner
arXiv preprint arXiv:2304.14065, 2023
302023
Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya
T Lees, G Tseng, C Atzberger, S Reece, S Dadson
Remote Sensing 14 (3), 698, 2022
28*2022
TIML: Task-Informed Meta-Learning for Agriculture
G Tseng, H Kerner, D Rolnick
arXiv preprint arXiv:2202.02124, 2022
13*2022
Annual and in-season mapping of cropland at field scale with sparse labels
G Tseng, H Kerner, C Nakalembe, I Becker-Reshef
Tackling Climate Change with Machine Learning Workshop at the Conference on …, 2020
92020
How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?
H Kerner, C Nakalembe, A Yang, I Zvonkov, R McWeeny, G Tseng, ...
Scientific Data 11 (1), 486, 2024
62024
Semi-Supervised Object Detection for Agriculture
G Tseng, K Sinkovics, T Watsham, D Rolnick, TC Walters
2nd AAAI Workshop on AI for Agriculture and Food Systems, 2023
32023
OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data
I Zvonkov, G Tseng, C Nakalembe, H Kerner
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14655 …, 2023
22023
COVID-19 Impact Monitoring for Agriculture
B Koetz, B Doorn, S Sobue, I Becker-Reshef, P Defourny, S Bontemps, ...
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 1567 …, 2021
12021
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