Ferres, Juan M. Lavista

1. TorchGeo: Deep Learning With Geospatial Data
   2021/11/17 by Adam J. Stewart, Caleb Robinson, Stewart, Adam J. +9 · 14 citations
   Engineering · Computer Science · Environmental Science · #Remote-Sensing Image Classification #Geochemistry and Geologic Mapping #Remote Sensing in Agriculture
2. Becoming Good at AI for Good
   2021/04/23 by Kshirsagar, Meghana, Robinson, Caleb, Yang, Siyu +13 · 4 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences
3. Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
   2023/05/22 by Isaac Corley, Corley, Isaac, Caleb Robinson +7 · 6 citations
   Engineering · Computer Science · #Remote-Sensing Image Classification #Synthetic Aperture Radar (SAR) Applications and Techniques #Domain Adaptation and Few-Shot Learning
4. 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 · 8 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)
5. 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
6. Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments
   2023/12/11 by A. Roman, Roman, Anthony Cintron, Jennifer Wortman Vaughan +11 · 3 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)
7. Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
   2024/12/18 by Burak Ekim, Ekim, Burak, Girmaw Abebe Tadesse +11 · 4 citations
   Computer Science · Environmental Science · #Geochemistry and Geologic Mapping #Atmospheric and Environmental Gas Dynamics #Anomaly Detection Techniques and Applications
8. Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event
   2023/06/21 by Robinson, Caleb, Nsutezo, Simone Fobi, Ortiz, Anthony +7 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation
   2024/05/21 by Andrés Hernández, Zhongqi Miao, Hernandez, Andres +8 · 3 citations
   Environmental Science · #Species Distribution and Climate Change
10. 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
11. Energy use of AI inference, efficiency pathways, and test-time scaling
    2025/09/24 by Felipe Oviedo, Fiodar Kazhamiaka, Oviedo, Felipe +13 · 2 voices · 2 citations
    Materials Science · Computer Science · Engineering · #Machine Learning in Materials Science #Explainable Artificial Intelligence (XAI) #Advanced Memory and Neural Computing
12. FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
    2025/01/14 by Isaac Corley, Simone Fobi Nsutezo, Corley, Isaac +11 · 1 citation
    Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
13. 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