BB

Benedikt Blumenstiel

cs.CVcs.AIcs.LGcs.DBcs.IReess.IV

On Valency

published · living versions

TerraMesh-Masks: Open-Vocabulary Segmentation for Earth Observation

with Hugues Devimeux, Johannes Jakubik, Konrad Schindler

1 version

W_gnafe8k6v1 · current

Preprints & journals

16 papers in the corpus · 2022–2026

TerraFlow: Multimodal, Multitemporal Representation Learning for Earth Observation

Nazar Puriy, Johannes Jakubik, Benedikt Blumenstiel et al.

0 citations

2603.12762v12026arXiv

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

Gianfranco Basile, Johannes Jakubik, Benedikt Blumenstiel et al.

1 citation

2510.23118v42025arXiv

TerraCodec: Compressing Optical Earth Observation Data

Julen Costa-Watanabe, Isabelle Wittmann, Benedikt Blumenstiel et al.

0 citations

2510.12670v32025arXiv

Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models

Francesc Marti-Escofet, Benedikt Blumenstiel, Linus Scheibenreif et al.

5 citations

2504.17397v22025arXiv

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

TerraTorch: The Geospatial Foundation Models Toolkit

Carlos Gomes, Benedikt Blumenstiel, Joao Lucas de Sousa Almeida et al.

10 citations

2503.20563v12025arXiv

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

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

4 citations

2503.15969v32025arXiv

SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, Updated

Benedikt Blumenstiel, Nassim Ait Ali Braham, Conrad M Albrecht et al.

0 citations

2503.00168v32025arXiv

Multispectral to Hyperspectral using Pretrained Foundational model

Ruben Gonzalez, Conrad M Albrecht, Nassim Ait Ali Braham et al.

0 citations

2502.19451v12025arXiv

Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications

Daniela Szwarcman, Sujit Roy, Paolo Fraccaro et al.

99 citations

2412.02732v32024arXiv

Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models

Benedikt Blumenstiel, Viktoria Moor, Romeo Kienzler et al.

7 citations

2403.02059v22024arXiv

TensorBank: Tensor Lakehouse for Foundation Model Training

Romeo Kienzler, Leonardo Pondian Tizzei, Benedikt Blumenstiel et al.

3 citations

2309.02094v32023arXiv

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

Benedikt Blumenstiel, Johannes Jakubik, Hilde Kuhne et al.

12 citations

2306.15521v32023arXiv

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

Career total: 26 works. 16 are in this corpus.

Profile built from the corpus for this byline.

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.