ICLR 2026 Workshop ML4RS Tutorial Track Submissions

PRACTICAL EMBEDDING WORKFLOWS WITH TERRATORCH, THE GEOSPATIAL FINE-TUNING TOOLKIT
Romeo Kienzler, Isabelle Wittmann, Paolo Fraccaro
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tutorial)
- Readers: Everyone
Getting Started with OlmoEarth: From Embeddings to Fine-tuning
Joseph Redmon, Henry Herzog, Favyen Bastani, Yawen Zhang, Gabriel Tseng, Hadrien Sablon, Piper Wolters, Ryan Park, Jacob Morrison, Alexandra Buraczynski, Karen Farley, Josh Hansen, Andrew Howe, Patrick Alan Johnson, Mark Otterlee, Ted Schmitt, Hunter Pitelka, Stephen Daspit, Rachel Ratner, Christopher Wilhelm et al. (7 additional authors not shown)
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tutorial)
- Readers: Everyone
Fields of The World: A Field Guide for Extracting Agricultural Field Boundaries
Isaac Corley, Hannah Kerner, Caleb Robinson, Jennifer Marcus
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tutorial) Oral
- Readers: Everyone
Cropland Mapping using Geospatial Embeddings
Ivan Zvonkov, Gabriel Tseng, Inbal Becker-Reshef, Hannah Kerner
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tutorial)
- Readers: Everyone
Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial
Caleb Robinson, Nils Lehmann, Adam J Stewart, Burak Ekim, Heng Fang, Isaac Corley, Mauricio Cezar Rebello Cordeiro
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tutorial) Oral
- Readers: Everyone
EarthEmbeddingExplorer: A Web Application for Cross-Modal Retrieval of Global Satellite Images
Yijie Zheng, Weijie Wu, Bingyue Wu, Long Zhao, Guoqing Li, Mikolaj Czerkawski, Konstantin Klemmer
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tutorial) Oral
- Readers: Everyone