Designing a Human-in-the-Loop System for Object Detection in Floor Plans. - Johannes Jakubik; Patrick Hemmer; Michael Vössing; Benedikt Blumenstiel; Andrea Bartos; Kamilla Mohr (AAAI, 2022)

Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning. - Johannes Jakubik; Benedikt Blumenstiel; Michael Vössing; Patrick Hemmer (Wirtschaftsinformatik, 2022)

TensorBank: Tensor Lakehouse for Foundation Model Training. - Romeo Kienzler; Johannes Schmude; Naomi Simumba; Benedikt Blumenstiel; Marcus Freitag; Daiki Kimura; Zoltan Arnold Nagy; Michael Behrendt; Hendrik F. Hamann; S. Karthik Mukkavilli; Daniel Salles Civitarese (IEEE Big Data, 2023)

What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation. - Benedikt Blumenstiel; Johannes Jakubik; Hilde Kühne; Michael Vössing (NeurIPS, 2023)

Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models. - Benedikt Blumenstiel; Viktoria Moor; Romeo Kienzler; Thomas Brunschwiler (IGARSS, 2024)

Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications. - Daniela Szwarcman; Sujit Roy; Paolo Fraccaro; Þorsteinn Elí Gíslason; Benedikt Blumenstiel; Rinki Ghosal; Pedro Henrique de Oliveira; João Lucas de Sousa Almeida; Rocco Sedona; Yanghui Kang; Srija Chakraborty; Sizhe Wang; et al. (CoRR, 2024)

TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data. - Benedikt Blumenstiel; Paolo Fraccaro; Valerio Marsocci; Johannes Jakubik; Stefano Maurogiovanni; Mikolaj Czerkawski; Rocco Sedona; Gabriele Cavallaro; Thomas Brunschwiler; Juan Bernabé-Moreno; Nicolas Longépé (CVPR Workshops, 2025)

Multispectral to Hyperspectral using Pretrained Foundational model. - Ruben Gonzalez; Conrad M. Albrecht; Nassim Ait Ali Braham; Devyani Lambhate; João Lucas de Sousa Almeida; Paolo Fraccaro; Benedikt Blumenstiel; Thomas Brunschwiler; Ranjini Bangalore (CoRR, 2025)

SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, Updated. - Benedikt Blumenstiel; Nassim Ait Ali Braham; Conrad M. Albrecht; Stefano Maurogiovanni; Paolo Fraccaro (CoRR, 2025)

Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation. - Clive Tinashe Marimo; Benedikt Blumenstiel; Maximilian Nitsche; Johannes Jakubik; Thomas Brunschwiler (CoRR, 2025)

TerraTorch: The Geospatial Foundation Models Toolkit. - Carlos Gomes; Benedikt Blumenstiel; João Lucas de Sousa Almeida; Pedro Henrique de Oliveira; Paolo Fraccaro; Francesc Marti Escofet; Daniela Szwarcman; Naomi Simumba; Romeo Kienzler; Bianca Zadrozny (CoRR, 2025)

TerraMind: Large-Scale Generative Multimodality for Earth Observation. - Johannes Jakubik; Felix Yang; Benedikt Blumenstiel; Erik Scheurer; Rocco Sedona; Stefano Maurogiovanni; Jente Bosmans; Nikolaos Dionelis; Valerio Marsocci; Niklas Kopp; Rahul Ramachandran; Paolo Fraccaro; et al. (CoRR, 2025)

Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space. - Ruben Gonzalez Avilés; Linus Scheibenreif; Nassim Ait Ali Braham; Benedikt Blumenstiel; Thomas Brunschwiler; Ranjini B. Guruprasad; Damian Borth; Conrad M. Albrecht; Paolo Fraccaro; Devyani Lambhate; Johannes Jakubik (CoRR, 2025)

Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models. - Francesc Marti Escofet; Benedikt Blumenstiel; Linus Scheibenreif; Paolo Fraccaro; Konrad Schindler (CoRR, 2025)