Johannes Jakubik
- Foundation Models for Generalist Geospatial Artificial Intelligence
2023/10/28 by Johannes Jakubik, Jakubik, Johannes, Sujit Roy +58 · 39 citations
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG)
- TerraMind: Large-Scale Generative Multimodality for Earth Observation
2025/04/15 by Johannes Jakubik, Felix Yang, Jakubik, Johannes +29 · 1 voice · 30 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CV
- Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
2022/06/16 by Patrick Hemmer, Sebastian Schellhammer, Hemmer, Patrick +7 · 9 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Data-Centric Artificial Intelligence
2022/12/22 by Johannes Jakubik, Michael Vössing, Jakubik, Johannes +7 · 10 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Quality and Management #FOS: Computer and information sciences #Software System Performance and Reliability
- Learning to Defer with Limited Expert Predictions
2023/04/14 by Patrick Hemmer, Hemmer, Patrick, Lukas Thede +7 · 6 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Prithvi WxC: Foundation Model for Weather and Climate
2024/09/20 by Johannes Schmude, Sujit Roy, Schmude, Johannes +63 · 1 voice · 9 citations
Earth and Planetary Sciences · #Geophysics and Gravity Measurements #cs.LG #physics.ao-ph
- What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
2023/06/27 by Benedikt Blumenstiel, Johannes Jakubik, Blumenstiel, Benedikt +5 · 4 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
2023/09/19 by S. Karthik Mukkavilli, Mukkavilli, S. Karthik, Daniel Civitarese +27 · 4 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #68T01 #68T07 (Primary) #86A08 #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #I.2.0 #I.4.0 #J.2.5 #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- Improving Label Error Detection and Elimination with Uncertainty Quantification
2024/05/15 by Johannes Jakubik, Michael Vössing, Jakubik, Johannes +7 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making
2022/08/08 by Johannes Jakubik, Jakubik, Johannes, Jakob Schöffer +7 · 1 citation
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Human-Computer Interaction (cs.HC) #Impact of AI and Big Data on Business and Society
- Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler
2022/04/08 by Johannes Jakubik, Michael Vössing, Jakubik, Johannes +7 · 1 voice
Computer Science · Social Sciences · #Misinformation and Its Impacts #Social Media and Politics #cs.SI
- TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data
2025/04/15 by Benedikt Blumenstiel, Blumenstiel, Benedikt, Paolo Fraccaro +19 · 4 citations
Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing in Agriculture #Remote-Sensing Image Classification #Synthetic Aperture Radar (SAR) Applications and Techniques
- Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts
2023/07/06 by Johannes Jakubik, Daniel Weber, Jakubik, Johannes +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation
2023/12/05 by Simeon Allmendinger, Allmendinger, Simeon, Patrick Hemmer +13 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
- Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation
2025/03/20 by Clive Tinashe Marimo, Benedikt Blumenstiel, Marimo, Clive Tinashe +7 · 2 citations
Social Sciences · Computer Science · #Geography Education and Pedagogy #Geographic Information Systems Studies #Advanced Image and Video Retrieval Techniques
- Surya: Foundation Model for Heliophysics
2025/08/18 by Sujit Roy, Roy, Sujit, Johannes Schmude +62 · 2 citations
Earth and Planetary Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Ionosphere and magnetosphere dynamics #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR) #Tropical and Extratropical Cyclones Research
- Now We Know? A Systematic Comparison of TerraMind and THOR
2026/07/20 by Frederick Schindlegger, Kenzo Bounegta, Eva Gmelich Meijling +5
#cs.LG #cs.AI #cs.CV