| 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 | 43* | 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 | 32 | 2020 |
| 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 | 31 | 2021 |
| 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 | 25* | 2022 |
| 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 | 22 | 2023 |
| TIML: Task-Informed Meta-Learning for Agriculture G Tseng, H Kerner, D Rolnick arXiv preprint arXiv:2202.02124, 2022 | 12* | 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 | 9 | 2020 |
| 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, ... arXiv preprint arXiv:2307.02575, 2023 | 5 | 2023 |
| 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 | 3 | 2023 |
| 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 | 2 | 2023 |
| 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 | 1 | 2021 |
Hannah Rae KernerAssistant Professor, Arizona State UniversityVerified email at umd.edu
