Benedikt Blumenstiel

Publications

• Towards Multi Modal Geospatial Foundation Models With Multiple Resolutions

  • • Naomi Simumba
    • Johannes Jakubik
    • et al.
  • 2024
  • AGU 2024

• 4M4EO – Massively Multi-Modal Masked Autoencoders for Earth Observation

  • • Johannes Jakubik
    • Benedikt Blumenstiel
    • 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

• Prithvi V1.0: Generalist Geospatial Foundation Model on Global HLS Data

  • • Daniela Szwarcman
    • Sujit Roy
    • et al.
  • 2024
  • AGU 2024

• MS-CLIP: Multi-spectral Vision Language Learning for Earth Observation

  • • Johannes Jakubik
    • Benedikt Blumenstiel
    • et al.
  • 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

• 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

  • • Benedikt Blumenstiel
    • Johannes Jakubik
    • et al.
  • 2023
  • NeurIPS 2023