What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic SegmentationBenedikt BlumenstielJohannes Jakubiket al.2023NeurIPS 2023
Towards Multi Modal Geospatial Foundation Models With Multiple ResolutionsNaomi SimumbaJohannes Jakubiket 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
Downstream Applications on Prithvi WxC: A Foundation Model for Weather and ClimateJohannes SchmudeSujit Royet al.2024AGU 2024
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models For Natural Hazard SegmentationJohannes JakubikMichal Muszynskiet al.2023IGARSS 2023
Finetuning the Geospatial Foundation model for Land Cover mappingDevyani LambhateAyush Jainet al.2024KDD 2024