David B. Lobell
- SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
2022/07/17 by Yezhen Cong, Samar Khanna, Cong, Yezhen +15 · 97 citations
Engineering · #Artificial Intelligence (cs.AI) #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
- DiffusionSat: A Generative Foundation Model for Satellite Imagery
2023/12/06 by Samar Khanna, Khanna, Samar, Patrick Liu +13 · 44 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing
- Combining satellite imagery and machine learning to predict poverty
2016/08/18 by Neal Jean, Marshall Burke, Sang Michael Xie +3 · 12 citations
Environmental Science · #Impact of Light on Environment and Health #Energy and Environment Impacts
- Large Language Models are Geographically Biased
2024/02/05 by Rohin Manvi, Samar Khanna, Manvi, Rohin +7 · 33 citations
Social Sciences · Computer Science · #Computational and Text Analysis Methods #Topic Modeling #Human Mobility and Location-Based Analysis
- A satellite foundation model for improved wealth monitoring
2026/04/25 by Zhuo Zheng, Iván Higuera-Mendieta, Richard Lee +5 · 1 voice
Computer Science · #cs.CY #cs.CV