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Hannah Kerner

Identifiers

  • name variant Hannah Kerner 0.60 · backfill

Papers (31)

  1. Fields of the Planet: Field Boundary Mapping Beyond 10m cs.CV · 2026 · author #4
  2. EarthShift: a benchmark for measuring robustness to real-world distribution shifts in Earth observation cs.CV · 2026 · author #2
  3. No One Knows the State of the Art in Geospatial Foundation Models cs.CV · 2026 · author #9
  4. The first global agricultural field boundary map at 10m resolution cs.CV · 2026 · author #10
  5. Pretrain Where? Investigating How Pretraining Data Diversity Impacts Geospatial Foundation Model Performance cs.CV · 2026 · author #5
  6. MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications cs.CV · 2026 · author #11
  7. Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal cs.LG · 2025 · author #9
  8. DataS^3: Dataset Subset Selection for Specialization cs.LG · 2025 · author #15
  9. A Woman with a Knife or A Knife with a Woman? Measuring Directional Bias Amplification in Image Captions cs.CV · 2025 · author #3
  10. Galileo: Learning Global & Local Features of Many Remote Sensing Modalities cs.CV · 2025 · author #9
  11. How Does the Spatial Distribution of Pre-training Data Affect Geospatial Foundation Models? cs.LG · 2025 · author #4
  12. Classification Drives Geographic Bias in Street Scene Segmentation cs.CV · 2024 · author #5
  13. Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation cs.CV · 2024 · author #1
  14. Causal machine learning for sustainable agroecosystems cs.LG · 2024 · author #6
  15. An All-MLP Sequence Modeling Architecture That Excels at Copying cs.LG · 2024 · author #4
  16. Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels cs.CV · 2024 · author #1
  17. Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning cs.LG · 2024 · author #4
  18. Automatic characterization of boulders on planetary surfaces from high-resolution satellite images astro-ph.EP · 2024 · author #4
  19. Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War cs.CY · 2023 · author #1
  20. ConeQuest: A Benchmark for Cone Segmentation on Mars cs.CV · 2023 · author #3
  21. Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images cs.CV · 2023 · author #5
  22. Reflections from the Workshop on AI-Assisted Decision Making for Conservation cs.AI · 2023 · author #15
  23. How accurate are existing land cover maps for agriculture in Sub-Saharan Africa? cs.LG · 2023 · author #1
  24. GEO-Bench: Toward Foundation Models for Earth Monitoring cs.LG · 2023 · author #5
  25. Lightweight, Pre-trained Transformers for Remote Sensing Timeseries cs.CV · 2023 · author #6
  26. TIML: Task-Informed Meta-Learning for Agriculture cs.LG · 2022 · author #2
  27. Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark cs.LG · 2021 · author #3
  28. Using transfer learning to study burned area dynamics: A case study of refugee settlements in West Nile, Northern Uganda cs.LG · 2021 · author #3
  29. Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization cs.LG · 2020 · author #1
  30. Rapid Response Crop Maps in Data Sparse Regions cs.CV · 2020 · author #1
  31. Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset cs.CV · 2020 · author #1

Mentions

  • 2607.04449 #4 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2508.00858 #9 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2502.09356 #9 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2504.16277 #15 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2501.12535 #4 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2409.16252 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2412.11061 #5 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2408.13155 #6 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2406.16168 #4 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2312.10819 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2307.02575 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2307.15904 #5 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2404.00179 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2304.14065 #6 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2402.01444 #4 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2401.07528 #4 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2306.03831 #5 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2311.08657 #3 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2307.08774 #15 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2202.02124 #2 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2112.00570 #3 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2107.14372 #3 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2009.10189 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2006.16866 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2004.03023 #1 · arxiv_oai · confidence 0.70 Hannah Kerner
  • 2605.29330 #2 · arxiv_oai · confidence 0.70 Hannah Kerner

Frequent Coauthors