Towards Multi Modal Geospatial Foundation Models With Multiple Resolutions
- 2024
- AGU 2024
Benedikt Blumenstiel
Title
Research Software Engineer
Publications
MS-CLIP: Multi-spectral Vision Language Learning for Earth Observation
- 2024
- AGU 2024
4M4EO – Massively Multi-Modal Masked Autoencoders for Earth Observation
- 2024
- AGU 2024
TensorLakeHouse: A High-Performance, Open-Source Platform for Accelerated Geospatial Data Management with Hierarchical Statistical Indices
- Romeo Kienzler
- Leonardo P. Tizzei
- et al.
- 2024
- AGU 2024
Prithvi V1.0: Generalist Geospatial Foundation Model on Global HLS Data
- Daniela Szwarcman
- Sujit Roy
- et al.
- 2024
- AGU 2024
Downstream Applications on Prithvi: A Foundation Model for Global Geospatial Data
- Daniela Szwarcman
- Christopher Phillips
- et al.
- 2024
- AGU 2024
Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models
- Benedikt Blumenstiel
- Viktoria Moor
- et al.
- 2024
- IGARSS 2024
TensorBank: Tensor Lakehouse for Foundation Model Training
- Romeo Kienzler
- Johannes Schmude
- et al.
- 2023
- Big Data 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
- 2023
- NeurIPS 2023
Top collaborators
PF
Paolo Fraccaro
Senior Research Scientist in AI
JJ
Johannes Jakubik
Staff Research Scientist | AI for Climate Impact
NS
Naomi Simumba
Research Scientist
TB
Thomas Brunschwiler
Principal Research Scientist and Manager, AI for Climate Impact (ACT)