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2020 – today
- 2024
[j6]Philippe Rufin
, Sherrie Wang, Sá Nogueira Lisboa, Jan Hemmerling, Mirela G. Tulbure, Patrick Meyfroidt:
Taking it further: Leveraging pseudo-labels for field delineation across label-scarce smallholder regions. Int. J. Appl. Earth Obs. Geoinformation 134: 104149 (2024)- [c7]Jordi Laguarta Soler, Thomas Friedel, Sherrie Wang:
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types. AAAI 2024: 22202-22212 - [c6]Chenhui Zhang, Sherrie Wang:
Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data. CVPR Workshops 2024: 7839-7849 - [i10]Chenhui Zhang, Sherrie Wang:
Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data. CoRR abs/2401.17600 (2024) - 2023
- [j5]Stefania Di Tommaso, Sherrie Wang, Vivek Vajipey, Noel Gorelick, Rob Strey, David B. Lobell:
Annual Field-Scale Maps of Tall and Short Crops at the Global Scale Using GEDI and Sentinel-2. Remote. Sens. 15(17): 4123 (2023) - [i9]Jordi Laguarta, Thomas Friedel, Sherrie Wang:
Combining deep learning and street view imagery to map smallholder crop types. CoRR abs/2309.05930 (2023) - [i8]Philippe Rufin, Sherrie Wang, Sá Nogueira Lisboa, Jan Hemmerling, Mirela G. Tulbure, Patrick Meyfroidt:
Taking it further: leveraging pseudo labels for field delineation across label-scarce smallholder regions. CoRR abs/2312.08384 (2023) - 2022
- [j4]Ju Young Lee, Sherrie Wang, Anjuli Jain Figueroa, Rob Strey, David B. Lobell, Rosamond L. Naylor, Steven M. Gorelick:
Mapping Sugarcane in Central India with Smartphone Crowdsourcing. Remote. Sens. 14(3): 703 (2022) - [j3]Sherrie Wang, François Waldner, David B. Lobell:
Unlocking Large-Scale Crop Field Delineation in Smallholder Farming Systems with Transfer Learning and Weak Supervision. Remote. Sens. 14(22): 5738 (2022) - [c5]Marc Rußwurm, Sherrie Wang, Devis Tuia:
Humans are Poor Few-Shot Classifiers for Sentinel-2 Land Cover. IGARSS 2022: 4859-4862 - [i7]Sherrie Wang, François Waldner, David B. Lobell:
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision. CoRR abs/2201.04771 (2022) - [i6]Stefania Di Tommaso, Sherrie Wang, Vivek Vajipey, Noel Gorelick, Rob Strey, David B. Lobell:
Annual field-scale maps of tall and short crops at the global scale using GEDI and Sentinel-2. CoRR abs/2212.09681 (2022) - 2021
- [c4]Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Janel Lee, Marshall Burke, David B. Lobell, Stefano Ermon:
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning. NeurIPS Datasets and Benchmarks 2021 - [i5]Dan M. Kluger, Sherrie Wang, David B. Lobell:
Two Shifts for Crop Mapping: Leveraging Aggregate Crop Statistics to Improve Satellite-based Maps in New Regions. CoRR abs/2109.01246 (2021) - [i4]Stefania Di Tommaso, Sherrie Wang, David B. Lobell:
Combining GEDI and Sentinel-2 for wall-to-wall mapping of tall and short crops. CoRR abs/2109.06972 (2021) - [i3]Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Janel Lee, Marshall Burke, David B. Lobell, Stefano Ermon:
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning. CoRR abs/2111.04724 (2021) - 2020
- [j2]Sherrie Wang, William Chen, Sang Michael Xie, George Azzari, David B. Lobell:
Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery. Remote. Sens. 12(2): 207 (2020) - [j1]Sherrie Wang, Stefania Di Tommaso, Joey Faulkner, Thomas Friedel, Alexander Kennepohl, Rob Strey, David B. Lobell:
Mapping Crop Types in Southeast India with Smartphone Crowdsourcing and Deep Learning. Remote. Sens. 12(18): 2957 (2020) - [c3]Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell:
Meta-Learning for Few-Shot Land Cover Classification. CVPR Workshops 2020: 788-796 - [c2]David B. Lobell, Walter T. Dado, Jillian M. Deines, Stefania Di Tommaso, Sherrie Wang:
Landsat-Based Reconstruction of Corn and Soybean Yield Histories in the United States Since 1999. IGARSS 2020: 5179-5182 - [i2]Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell:
Meta-Learning for Few-Shot Land Cover Classification. CoRR abs/2004.13390 (2020)
2010 – 2019
- 2019
- [c1]Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon:
Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data. AAAI 2019: 3967-3974 - 2018
- [i1]Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon:
Tile2Vec: Unsupervised representation learning for spatially distributed data. CoRR abs/1805.02855 (2018)
Coauthor Index
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