TerraMind: Large-Scale Generative Multimodality for Earth ObservationJohannes JakubikFelix Yanget al.2025ICCV 2025
Beyond the Visible: Multispectral Vision-Language Learning for Earth ObservationClive Tinashe MarimoBenedikt Blumenstielet al.2025ECML PKDD 2025
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation DataBenedikt BlumenstielPaolo Fraccaroet al.2025CVPR 2025
Lossy Neural Compression for Geospatial Analytics: A ReviewCarlos Miguel Pina Vaz GomesIsabelle Wittmannet al.2025Ieee Geoscience And Remote Sensing Magazine
Towards Multi Modal Geospatial Foundation Models With Multiple ResolutionsNaomi SimumbaJohannes Jakubiket al.2024AGU 2024
Downstream Applications on Prithvi WxC: A Foundation Model for Weather and ClimateJohannes SchmudeSujit Royet al.2024AGU 2024
MS-CLIP: Multi-spectral Vision Language Learning for Earth ObservationJohannes JakubikBenedikt Blumenstielet al.2024AGU 2024
4M4EO – Massively Multi-Modal Masked Autoencoders for Earth ObservationJohannes JakubikBenedikt Blumenstielet al.2024AGU 2024
Finetuning the Geospatial Foundation model for Land Cover mappingDevyani LambhateAyush Jainet al.2024KDD 2024