Juan Lavista Ferres

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. 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
3. 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)
4. U.S. Broadband Coverage Data Set: A Differentially Private Data Release
   2021/03/24 by Mayana Pereira, Pereira, Mayana, Joshua E. Allen +8 · 3 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Privacy, Security, and Data Protection
5. Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data
   2023/10/30 by Mayana Pereira, Meghana Kshirsagar, Pereira, Mayana +9 · 3 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI #Blockchain Technology Applications and Security
6. Mapping industrial poultry operations at scale with deep learning and aerial imagery
   2021/12/21 by Caleb Robinson, Robinson, Caleb, Ben Chugg +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
7. 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)
8. Current engagement with unreliable sites from web search driven by navigational search
   2024/10/30 by Kevin Greene, Nilima Pisharody, Lucas Augusto Meyer +4 · 2 voices · 2 citations
   Social Sciences · Computer Science · #Misinformation and Its Impacts #Social Media and Politics #Spam and Phishing Detection
9. 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
10. Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
    2023/11/02 by Zalan Fabian, Zhongqi Miao, Fabian, Zalan +23 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
11. An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises
    2021/06/15 by Mayana Pereira, Pereira, Mayana, Meghana Kshirsagar +7 · 2 citations
    Computer Science · Decision Sciences · #Computers and Society (cs.CY) #Cryptography and Data Security #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
12. Will AI accelerate or delay the race to net-zero emissions?
    2024/04/22 by Amy Luers, Jonathan Koomey, Eric Masanet +5 · 1 voice · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · Energy · #Climate Change Policy and Economics #Energy, Environment, and Transportation Policies #Innovation Diffusion and Forecasting
13. Fast building segmentation from satellite imagery and few local labels
    2022/06/10 by Caleb Robinson, Anthony Ortiz, Robinson, Caleb +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
14. How effective is multifactor authentication at deterring cyberattacks?
    2023/05/01 by Lucas Augusto Meyer, Sergio Calvo Romero, Meyer, Lucas Augusto +9 · 1 citation
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #User Authentication and Security Systems
15. privGAN: Protecting GANs from membership inference attacks at low cost
    2019/12/31 by Sumit Mukherjee, Mukherjee, Sumit, Yixi Xu +5 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
16. How good are humans at detecting AI-generated images? Learnings from an experiment
    2025/05/12 by Thomas Roca, Roca, Thomas, Anthony Cintron Roman +15 · 1 voice · 2 citations
    Computer Science · Neuroscience · Social Sciences · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CV #cs.HC
17. Social connectedness and movements among communities of giraffes vary by sex and age class
    2021/09/27 by Juan Lavista Ferres, Derek Lee, Md Nasir +4 · 1 citation
    Agricultural and Biological Sciences · Environmental Science · Social Sciences · #Animal Behavior and Reproduction #Wildlife Ecology and Conservation #Evolutionary Game Theory and Cooperation
18. FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
    2025/01/14 by Isaac Corley, Corley, Isaac, Simone Fobi Nsutezo +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)
19. 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