Hannah Kerner

Venues

Frequent coauthors

Papers

1. A Woman with a Knife or A Knife with a Woman? Measuring Directional Bias Amplification in Image Captions
   WACV 2026 ·

   Rahul Nair

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2. Classification Drives Geographic Bias in Street Scene Segmentation
   CVPR 2025 ·

   Rahul Nair

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3. DPA: A one-stop metric to measure bias amplification in classification datasets
   NeurIPS 2025 ·

   Bhanu Tokas

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4. Data Augmentation Approaches for Satellite Imagery
   AAAI 2025 ·

   Laurel M. Hopkins

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5. Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal
   ICML 2025 ·

   Christina Butsko

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6. Fields of The World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation
   AAAI 2025 · Hannah Kerner
7. Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
   ICML 2025 ·

   Gabriel Tseng

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8. Hotspotter: A Generalizable Pipeline for Automated Detection of Subtle Volcanic Thermal Features in Satellite Images
   AAAI 2025 ·

   Aditya Mohan

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9. Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks
   NeurIPS 2025 ·

   Mirali Purohit

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10. Task-Informed Meta-Learning for Remote Sensing
    CVPR 2025 ·

    Gabriel Tseng

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11. Position: Application-Driven Innovation in Machine Learning
    ICML 2024 ·

    David Rolnick

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12. Position: Mission Critical - Satellite Data is a Distinct Modality in Machine Learning
    ICML 2024 ·

    Esther Rolf

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13. Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images
    CVPR 2024 ·

    Aayush Dhakal

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