Publications

19 results for Johannes Jakubik

4M4EO – Massively Multi-Modal Masked Autoencoders for Earth Observation
- - Johannes Jakubik
  - Benedikt Blumenstiel
  - et al.
- 2024
- AGU 2024
Talk
Downstream Applications on Prithvi WxC: A Foundation Model for Weather and Climate
- - Johannes Schmude
  - Sujit Roy
  - et al.
- 2024
- AGU 2024
Talk
MS-CLIP: Multi-spectral Vision Language Learning for Earth Observation
- - Johannes Jakubik
  - Benedikt Blumenstiel
  - et al.
- 2024
- AGU 2024
Talk
Finetuning the Geospatial Foundation model for Land Cover mapping
- - Devyani Lambhate
  - Ayush Jain
  - et al.
- 2024
- KDD 2024
Workshop paper
Geospatial Foundation Model by Diversified Data
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- MIRU 2024
Conference paper
Foundation Models in Earth Science and Remote Sensing
- - Johannes Jakubik
- 2024
- PASC 2024
Invited talk
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
- - Benedikt Blumenstiel
  - Johannes Jakubik
  - et al.
- 2023
- NeurIPS 2023
Conference paper
AI Foundation Models for Weather and Climate: Applications, Design and Implementation
- - Karthik Mukkavilli
  - Daniel Salles Civitarese
  - et al.
- 2023
- arXiv
Paper
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models For Natural Hazard Segmentation
- - Johannes Jakubik
  - Michal Muszynski
  - et al.
- 2023
- IGARSS 2023
Conference paper