JJ

Johannes Jakubik

0000-0002-6235-0300

cs.CVcs.LGcs.AIcs.HCphysics.ao-phastro-ph.IMastro-ph.SRcs.CEcs.NEcs.SI

On Valency

published · living versions

TerraMesh-Masks: Open-Vocabulary Segmentation for Earth Observation

with Benedikt Blumenstiel, Hugues Devimeux, Konrad Schindler

1 version

W_gnafe8k6v1 · current

Preprints & journals

34 papers in the corpus · 2021–2026

Learning angles for quantum approximate optimization

Johannes Jakubik, Isabelle Wittmann, Zaheed Gaffoor et al.

0 citations

2610.23296v12026arXiv

Now We Know? A Systematic Comparison of TerraMind and THOR

Frederick Schindlegger, Kenzo Bounegta, Eva Gmelich Meijling et al.

0 citations

2607.18504v22026arXiv

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation

V'ictor Barreiro, Johannes Jakubik, Francisco Arguello et al.

1 citation

2603.19873v32026arXiv

TerraFlow: Multimodal, Multitemporal Representation Learning for Earth Observation

Nazar Puriy, Johannes Jakubik, Benedikt Blumenstiel et al.

0 citations

2603.12762v12026arXiv

How to Embed Matters: Evaluation of EO Embedding Design Choices

Luis Gilch, Isabelle Wittmann, Maximilian Nitsche et al.

0 citations

2603.10658v22026arXiv

Spectral Gaps and Spatial Priors: Studying Hyperspectral Downstream Adaptation Using TerraMind

Julia Anna Leonardi, Johannes Jakubik, Paolo Fraccaro et al.

0 citations

2603.06690v22026arXiv

Phaedra: Learning High-Fidelity Discrete Tokenization for the Physical Science

Levi Lingsch, Georgios Kissas, Johannes Jakubik et al.

0 citations

2602.03915v22026Advances in Neural Information Processing Systems 39 (NeurIPS 2026)

Sensitivity Analysis for Climate Science with Generative Flow Models

Alex Dobra, Jakiw Pidstrigach, Tim Reichelt et al.

0 citations

2511.00663v32025arXiv

Quantizing Space and Time: Fusing Time Series and Images for Earth Observation

Gianfranco Basile, Johannes Jakubik, Benedikt Blumenstiel et al.

1 citation

2510.23118v42025arXiv

Surya: Foundation Model for Heliophysics

Sujit Roy, Johannes Schmude, Rohit Lal et al.

0 citations

2508.14112v22025arXiv

Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space

Ruben Gonzalez Avil'es, Linus Scheibenreif, Nassim Ait Ali Braham et al.

1 citation

2504.16851v12025arXiv

TerraMind: Large-Scale Generative Multimodality for Earth Observation

Johannes Jakubik, Felix Yang, Benedikt Blumenstiel et al.

51 citations

2504.11171v52025arXiv

TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data

Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci et al.

5 citations

2504.11172v22025arXiv

Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation

Clive Tinashe Marimo, Benedikt Blumenstiel, Maximilian Nitsche et al.

4 citations

2503.15969v32025arXiv

Lossy Neural Compression for Geospatial Analytics: A Review

Carlos Gomes, Isabelle Wittmann, Damien Robert et al.

6 citations

2503.01505v22025in IEEE Geoscience and Remote Sensing Magazine, vol. 13, no. 3, pp. 97-135 (Sep 2025)

Explainability in AI Based Applications: A Framework for Comparing Different Techniques

Arne Grobrugge, Nidhi Mishra, Johannes Jakubik et al.

4 citations

2410.20873v12024arXiv

Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data

Qidong Yang, Jonathan Giezendanner, Daniel Salles Civitarese et al.

4 citations

2410.12938v42024arXiv

Prithvi WxC: Foundation Model for Weather and Climate

Johannes Schmude, Sujit Roy, Will Trojak et al.

11 citations

2409.13598v12024arXiv

Improving Label Error Detection and Elimination with Uncertainty Quantification

Johannes Jakubik, Michael Vossing, Manil Maskey et al.

1 citation

2405.09602v12024arXiv

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

Simeon Allmendinger, Patrick Hemmer, Moritz Queisner et al.

7 citations

2312.03043v12023arXiv

Redefining the Laparoscopic Spatial Sense: AI-based Intra- and Postoperative Measurement from Stereoimages

Leopold Muller, Patrick Hemmer, Moritz Queisner et al.

2 citations

2311.09744v12023arXiv

Foundation Models for Generalist Geospatial Artificial Intelligence

Johannes Jakubik, Sujit Roy, C. E. Phillips et al.

155 citations

2310.18660v22023arXiv

AI Foundation Models for Weather and Climate: Applications, Design, and Implementation

S. Karthik Mukkavilli, Daniel Salles Civitarese, Johannes Schmude et al.

15 citations

2309.10808v22023arXiv

Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts

Johannes Jakubik, Daniel Weber, Patrick Hemmer et al.

4 citations

2307.03003v22023arXiv

What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation

Benedikt Blumenstiel, Johannes Jakubik, Hilde Kuhne et al.

12 citations

2306.15521v32023arXiv

AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions

Jakob Schoeffer, Johannes Jakubik, Michael Voessing et al.

22 citations

2304.08804v42023Journal of Artificial Intelligence Research 82 (2025) 471-501

Learning to Defer with Limited Expert Predictions

Patrick Hemmer, Lukas Thede, Michael Vossing et al.

10 citations

2304.07306v12023arXiv

Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation

Johannes Jakubik, Michal Muszynski, Michael Vossing et al.

6 citations

2301.09318v32023arXiv

Data-Centric Artificial Intelligence

Johannes Jakubik, Michael Vossing, Niklas Kuhl et al.

12 citations

2212.11854v42022arXiv

An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making

Johannes Jakubik, Jakob Schoffer, Vincent Hoge et al.

10 citations

2208.04181v22022arXiv

Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning

Johannes Jakubik, Benedikt Blumenstiel, Michael Vossing et al.

2 citations

2207.06835v12022arXiv

Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts

Patrick Hemmer, Sebastian Schellhammer, Michael Vossing et al.

29 citations

2206.07948v12022arXiv

Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler

Johannes Jakubik, Michael Vossing, Dominik Bar et al.

22 citations

2204.04245v32022arXiv

Directed particle swarm optimization with Gaussian-process-based function forecasting

Johannes Jakubik, Adrian Binding, Stefan Feuerriegel

39 citations

2102.04172v32021arXiv

Career total: 59 works. 34 are in this corpus.

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