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Johannes Jakubik

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TerraMind: Large-Scale Generative Multimodality for Earth Observation

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Apr 15, 2025
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TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data

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Apr 15, 2025
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Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation

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Mar 20, 2025
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Lossy Neural Compression for Geospatial Analytics: A Review

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Mar 03, 2025
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Explainability in AI Based Applications: A Framework for Comparing Different Techniques

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Oct 28, 2024
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Multi-modal graph neural networks for localized off-grid weather forecasting

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Oct 16, 2024
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Improving Label Error Detection and Elimination with Uncertainty Quantification

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May 15, 2024
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Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation

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Dec 05, 2023
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Redefining the Laparoscopic Spatial Sense: AI-based Intra- and Postoperative Measurement from Stereoimages

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Nov 16, 2023
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Foundation Models for Generalist Geospatial Artificial Intelligence

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Nov 08, 2023
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