Adam J Stewart — accepted AI-conference papers

2025

Towards a Unified Copernicus Foundation Model for Earth Vision

Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos Ioannis Bountos +5

ICCV 2025poster

Advances in Earth observation (EO) foundation models have unlocked the potential of big satellite data to learn generic representations from space, benefiting a wide range of downstream applications crucial to our planet. However, most existing efforts remain limited to fixed spectral sensors, focus…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2023

SSL4EO-L: Datasets and Foundation Models for Landsat Imagery

Adam J Stewart, Nils Lehmann, Isaac Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ait Ali Braham +3

NeurIPS 2023poster

The Landsat program is the longest-running Earth observation program in history, with 50+ years of data acquisition by 8 satellites. The multispectral imagery captured by sensors onboard these satellites is critical for a wide range of scientific fields. Despite the increasing popularity of deep lea…

Cited by 40 Source ↗PDF ↗code ↗Scholar ↗