Wang, Sherrie

1. Tile2Vec: Unsupervised representation learning for spatially distributed data
   2018/05/08 by Jean, Neal, Wang, Sherrie, Samar, Anshul +3 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning
   2021/11/08 by Yeh, Christopher, Meng, Chenlin, Wang, Sherrie +7 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Meta-Learning for Few-Shot Land Cover Classification
   2020/04/28 by Marc Rußwurm, Sherrie Wang, Rußwurm, Marc +5 · 4 citations
   Computer Science · Earth and Planetary Sciences · #Climate change and permafrost #Cryospheric studies and observations #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision
   2022/01/13 by Wang, Sherrie, Waldner, Francois, Lobell, David B. · 4 citations
   #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data
   2024/01/31 by Chenhui Zhang, Zhang, Chenhui, Sherrie Wang +1 · 5 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods
6. Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling
   2025/01/30 by Dan M. Kluger, Kluger, Dan M., Kerri Lu +7 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
7. Regression coefficient estimation from remote sensing maps
   2024/07/18 by Kerri Lu, Lu, Kerri, Stephen Bates +4 · 2 citations
   Computer Science · Engineering · Environmental Science · #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Electrical engineering #General Economics (econ.GN) #Geochemistry and Geologic Mapping #Satellite Image Processing and Photogrammetry #Signal Processing (eess.SP) #Soil Geostatistics and Mapping #electronic engineering #information engineering
8. Annual field-scale maps of tall and short crops at the global scale using GEDI and Sentinel-2
   2022/12/19 by Stefania Di Tommaso, Di Tommaso, Stefania, Sherrie Wang +9 · 1 citation
   Environmental Science · #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forest ecology and management #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture