Caleb Robinson

1. SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
   2023/11/28 by Konstantin Klemmer, Esther Rolf, Klemmer, Konstantin +7 · 1 voice · 25 citations
   Computer Science · Engineering · #Remote-Sensing Image Classification #cs.AI #cs.CV #cs.CY #cs.LG
2. TorchGeo: Deep Learning With Geospatial Data
   2021/11/17 by Adam J. Stewart, Caleb Robinson, Stewart, Adam J. +9 · 12 citations
   Engineering · Computer Science · Environmental Science · #Remote-Sensing Image Classification #Geochemistry and Geologic Mapping #Remote Sensing in Agriculture
3. SSL4EO-L: Datasets and Foundation Models for Landsat Imagery
   2023/06/15 by Adam J. Stewart, Nils Lehmann, Stewart, Adam J. +15 · 8 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Geochemistry and Geologic Mapping #Hydrocarbon exploration and reservoir analysis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote-Sensing Image Classification #electronic engineering #information engineering
4. A Machine Learning Approach to Modeling Human Migration
   2017/11/15 by Caleb Robinson, Robinson, Caleb, Bistra Dilkina +1 · 3 citations
   Social Sciences · #Climate Change, Adaptation, Migration #FOS: Computer and information sciences #FOS: Physical sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Urban Transport and Accessibility
5. Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
   2023/05/22 by Isaac Corley, Caleb Robinson, Corley, Isaac +7 · 4 citations
   Engineering · Computer Science · #Remote-Sensing Image Classification #Synthetic Aperture Radar (SAR) Applications and Techniques #Domain Adaptation and Few-Shot Learning
6. Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation
   2024/09/24 by Hannah Kerner, Kerner, Hannah, Snehal Chaudhari +20 · 6 citations
   Agricultural and Biological Sciences · #Agricultural Innovations and Practices #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Mapping industrial poultry operations at scale with deep learning and aerial imagery
   2021/12/21 by Caleb Robinson, Ben Chugg, Robinson, Caleb +7 · 2 citations
   Agricultural and Biological Sciences · Chemical Engineering · Veterinary · #Animal Behavior and Welfare Studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Machine Learning (cs.LG) #Odor and Emission Control Technologies
8. Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
   2024/12/18 by Burak Ekim, Girmaw Abebe Tadesse, Ekim, Burak +11 · 4 citations
   Computer Science · Environmental Science · #Geochemistry and Geologic Mapping #Atmospheric and Environmental Gas Dynamics #Anomaly Detection Techniques and Applications
9. A Deep Learning Approach for Population Estimation from Satellite\n Imagery
   2017/08/29 by Caleb Robinson, Robinson, Caleb, Fred Hohman +3 · 1 citation
   Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Impact of Light on Environment and Health
10. Summit: Scaling Deep Learning Interpretability by Visualizing Activation\n and Attribution Summarizations
    2019/04/03 by Fred Hohman, Hohman, Fred, Haekyu Park +5 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques #Adversarial Robustness in Machine Learning
11. Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments
    2023/12/11 by A. Roman, Jennifer Wortman Vaughan, Roman, Anthony Cintron +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
12. Fast building segmentation from satellite imagery and few local labels
    2022/06/10 by Caleb Robinson, Robinson, Caleb, Anthony Ortiz +13 · 1 citation
    Engineering · Environmental Science · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Land Use and Ecosystem Services #Machine Learning (cs.LG) #Remote-Sensing Image Classification
13. A Change Detection Reality Check
    2024/02/10 by Isaac Corley, Corley, Isaac, Caleb Robinson +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Techniques and Practices
14. Resolving label uncertainty with implicit posterior models
    2022/02/28 by Esther Rolf, Nikolay Malkin, Rolf, Esther +9 · 1 citation
    Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Music and Audio Processing
15. TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery
    2025/11/15 by Tammy Glazer, Gilles Q. Hacheme, Glazer, Tammy +20 · 1 citation
    Engineering · Environmental Science · #Remote-Sensing Image Classification #Impact of Light on Environment and Health #Remote Sensing and LiDAR Applications