Robinson, Caleb

12 publications

CVPRW 2025 Distribution Shifts at Scale: Out-of-Distribution Detection in Earth Observation Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres

AAAI 2025 Fields of the World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation 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

AAAI 2025 SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Rußwurm

ICML 2024 Position: Mission Critical – Satellite Data Is a Distinct Modality in Machine Learning Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

CVPRW 2024 Revisiting Pre-Trained Remote Sensing Model Benchmarks: Resizing and Normalization Matters Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

ICCVW 2023 Rapid Building Damage Assessment Workflow: An Implementation for the 2023 Rolling Fork, Mississippi Tornado Event Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres

NeurIPS 2023 SSL4EO-L: Datasets and Foundation Models for Landsat Imagery Adam Stewart, Nils Lehmann, Isaac Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee

NeurIPSW 2023 Towards Global, General-Purpose Pretrained Geographic Location Encoders Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Rußwurm

CVPRW 2022 Fast Building Segmentation from Satellite Imagery and Few Local Labels Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano-Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres

UAI 2022 Resolving Label Uncertainty with Implicit Posterior Models Esther Rolf, Nikolay Malkin, Alexandros Graikos, Ana Jojic, Caleb Robinson, Nebojsa Jojic

AAAI 2020 Human-Machine Collaboration for Fast Land Cover Mapping Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

ICLR 2019 Label Super-Resolution Networks Kolya Malkin, Caleb Robinson, Le Hou, Rachel Soobitsky, Jacob Czawlytko, Dimitris Samaras, Joel Saltz, Lucas Joppa, Nebojsa Jojic