PPaperPicks

Caleb Robinson

9 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×3ICML ×3CVPR ×2WACV ×1

Frequent coauthors

Juan M. Lavista Ferres
×7
Rahul Dodhia
×6
Girmaw Abebe Tadesse
×4
Akram Zaytar
×2
Gilles Quentin Hacheme
×2
Hannah Kerner
×2
Konstantin Klemmer
×2
Esther Rolf
×2
Ando Shah
×1
Rajveer Singh
×1
Negar Tafti
×1
Stephen A. Wood
×1

Papers

  1. Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India
    AAAI 2026 ·
    Ando Shah
    ,
    Rajveer Singh
    ,
    Akram Zaytar
    ,
    Girmaw Abebe Tadesse
    , Caleb Robinson,
    Negar Tafti
    ,
    Stephen A. Wood
    ,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
  2. Satellite-Based Detection of Looted Archaeological Sites Using Machine Learning
    WACV 2026 ·
    Girmaw Abebe Tadesse
    ,
    Titien Bartette
    ,
    Andrew Hassanali
    ,
    Allen Kim
    ,
    Jonathan Chemla
    ,
    Andrew Zolli
    ,
    Yves Ubelmann
    , Caleb Robinson,
    Inbal Becker-Reshef
    ,
    Juan M. Lavista Ferres
  3. Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
    CVPR 2025 ·
    Burak Ekim
    ,
    Girmaw Abebe Tadesse
    , Caleb Robinson,
    Gilles Quentin Hacheme
    ,
    Michael Schmitt
    ,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
  4. Fields of The World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation
    AAAI 2025 ·
    Hannah Kerner
    ,
    Snehal Chaudhari
    ,
    Aninda Ghosh
    , Caleb Robinson,
    Adeel Ahmad
    ,
    Eddie Choi
    ,
    Nathan Jacobs
    ,
    Chris Holmes
    ,
    Matthias Mohr
    ,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
    ,
    Jennifer Marcus
  5. Optimizing Cloud-to-GPU Throughput for Deep Learning With Earth Observation Data
    ICML 2025 ·
    Akram Zaytar
    , Caleb Robinson,
    Girmaw Abebe Tadesse
    ,
    Gilles Quentin Hacheme
    ,
    Tammy Glazer
    ,
    Anthony Ortiz
    ,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
  6. SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
    AAAI 2025 ·
    Konstantin Klemmer
    ,
    Esther Rolf
    , Caleb Robinson,
    Lester Mackey
    ,
    Marc Rußwurm
  7. Where are the Whales: A Human-in-the-loop Detection Method for Identifying Whales in High-resolution Satellite Imagery
    ICML 2025 · Caleb Robinson,
    Kimberly T. Goetz
    ,
    Christin B. Khan
    ,
    Meredith Sackett
    ,
    Kathleen Leonard
    ,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
  8. Position: Mission Critical - Satellite Data is a Distinct Modality in Machine Learning
    ICML 2024 ·
    Esther Rolf
    ,
    Konstantin Klemmer
    , Caleb Robinson,
    Hannah Kerner
  9. Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
    CVPR 2024 ·
    Isaac Corley
    , Caleb Robinson,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
    ,
    Peyman Najafirad