Kalaitzis, Freddie

6 publications

NeurIPS 2024 M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data Matt Allen, Francisco Dorr, Joseph A. Gallego-Mejia, Laura Martínez-Ferrer, Anna Jungbluth, Freddie Kalaitzis, Raúl Ramos-Pollán

NeurIPSW 2024 Uncertainty and Generalizability in Foundation Models for Earth Observation Raúl Ramos-Pollán, Freddie Kalaitzis, Karthick Panner Selvam

NeurIPSW 2023 Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery Joseph Alejandro Gallego Mejia, Anna Jungbluth, Laura Martínez-Ferrer, Francisco Dorr, Matthew Allen, Freddie Kalaitzis, Raúl Ramos-Pollán

NeurIPSW 2023 Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction Laura Martínez-Ferrer, Anna Jungbluth, Joseph Alejandro Gallego Mejia, Matt Allen, Francisco Dorr, Freddie Kalaitzis, Raúl Ramos-Pollán

NeurIPSW 2023 Fewshot Learning on Global Multimodal Embeddings for Earth Observation Tasks Matthew Allen, Francisco Dorr, Joseph Alejandro Gallego Mejia, Laura Martínez-Ferrer, Anna Jungbluth, Freddie Kalaitzis, Raúl Ramos-Pollán

NeurIPS 2022 Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution Julien Cornebise, Ivan Oršolić, Freddie Kalaitzis