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2020 – today
- 2026
[i16]Nazar Puriy, Johannes Jakubik, Benedikt Blumenstiel, Konrad Schindler:
TerraFlow: Multimodal, Multitemporal Representation Learning for Earth Observation. CoRR abs/2603.12762 (2026)- 2025
- [c8]Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé:
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data. CVPR Workshops 2025: 2394-2402 - [c7]Clive Tinashe Marimo, Benedikt Blumenstiel, Maximilian Nitsche, Johannes Jakubik, Thomas Brunschwiler:
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation. ECML/PKDD (6) 2025: 359-375 - [c6]Francesc Marti Escofet, Benedikt Blumenstiel, Linus Scheibenreif, Paolo Fraccaro, Konrad Schindler:
Fine-Tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models. ECML/PKDD (6) 2025: 516-532 - [i15]Ruben Gonzalez, Conrad M. Albrecht
, Nassim Ait Ali Braham, Devyani Lambhate, João Lucas de Sousa Almeida, Paolo Fraccaro, Benedikt Blumenstiel, Thomas Brunschwiler, Ranjini Bangalore:
Multispectral to Hyperspectral using Pretrained Foundational model. CoRR abs/2502.19451 (2025) - [i14]Benedikt Blumenstiel, Nassim Ait Ali Braham, Conrad M. Albrecht, Stefano Maurogiovanni, Paolo Fraccaro:
SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, Updated. CoRR abs/2503.00168 (2025) - [i13]Clive Tinashe Marimo, Benedikt Blumenstiel, Maximilian Nitsche, Johannes Jakubik, Thomas Brunschwiler:
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation. CoRR abs/2503.15969 (2025) - [i12]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:
TerraTorch: The Geospatial Foundation Models Toolkit. CoRR abs/2503.20563 (2025) - [i11]Johannes Jakubik, Felix Yang, Benedikt Blumenstiel, Erik Scheurer, Rocco Sedona, Stefano Maurogiovanni, Jente Bosmans, Nikolaos Dionelis, Valerio Marsocci, Niklas Kopp, Rahul Ramachandran, Paolo Fraccaro, Thomas Brunschwiler, Gabriele Cavallaro, Juan Bernabé-Moreno, Nicolas Longépé:
TerraMind: Large-Scale Generative Multimodality for Earth Observation. CoRR abs/2504.11171 (2025) - [i10]Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé:
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data. CoRR abs/2504.11172 (2025) - [i9]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:
Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space. CoRR abs/2504.16851 (2025) - [i8]Francesc Marti Escofet, Benedikt Blumenstiel, Linus Scheibenreif, Paolo Fraccaro, Konrad Schindler:
Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models. CoRR abs/2504.17397 (2025) - [i7]Julen Costa-Watanabe, Isabelle Wittmann, Benedikt Blumenstiel, Konrad Schindler:
TerraCodec: Compressing Earth Observations. CoRR abs/2510.12670 (2025) - [i6]Gianfranco Basile, Johannes Jakubik, Benedikt Blumenstiel, Thomas Brunschwiler, Juan Bernabé-Moreno:
Quantizing Space and Time: Fusing Time Series and Images for Earth Observation. CoRR abs/2510.23118 (2025) - 2024
- [c5]Benedikt Blumenstiel, Viktoria Moor, Romeo Kienzler, Thomas Brunschwiler:
Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models. IGARSS 2024: 7286-7291 - [i5]Benedikt Blumenstiel, Viktoria Moor, Romeo Kienzler, Thomas Brunschwiler:
Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models. CoRR abs/2403.02059 (2024) - [i4]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, Ankur Kumar, Myscon Truong, Denys Godwin, Hyunho Lee, Chia-Yu Hsu, Ata Akbari Asanjan, Besart Mujeci, Trevor Keenan, Paulo Arévalo, Wenwen Li, Hamed Alemohammad, Pontus Olofsson, Christopher Hain, Robert Kennedy, Bianca Zadrozny, Gabriele Cavallaro, Campbell D. Watson, Manil Maskey, Rahul Ramachandran, Juan Bernabé-Moreno:
Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications. CoRR abs/2412.02732 (2024) - 2023
- [c4]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:
TensorBank: Tensor Lakehouse for Foundation Model Training. IEEE Big Data 2023: 3350-3354 - [c3]Benedikt Blumenstiel, Johannes Jakubik, Hilde Kühne, Michael Vössing:
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation. NeurIPS 2023 - [i3]Benedikt Blumenstiel, Johannes Jakubik, Hilde Kühne, Michael Vössing:
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation. CoRR abs/2306.15521 (2023) - [i2]Romeo Kienzler, Benedikt Blumenstiel, Zoltan Arnold Nagy, S. Karthik Mukkavilli, Johannes Schmude, Marcus Freitag, Michael Behrendt, Daniel Salles Civitarese, Naomi Simumba, Daiki Kimura, Hendrik F. Hamann:
TensorBank: Tensor Lakehouse for Foundation Model Training. CoRR abs/2309.02094 (2023) - 2022
- [c2]Johannes Jakubik, Patrick Hemmer, Michael Vössing, Benedikt Blumenstiel, Andrea Bartos, Kamilla Mohr:
Designing a Human-in-the-Loop System for Object Detection in Floor Plans. AAAI 2022: 12524-12530 - [c1]Johannes Jakubik, Benedikt Blumenstiel, Michael Vössing, Patrick Hemmer:
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning. Wirtschaftsinformatik 2022 - [i1]Johannes Jakubik, Benedikt Blumenstiel, Michael Vössing, Patrick Hemmer:
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning. CoRR abs/2207.06835 (2022)
Coauthor Index
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last updated on 2026-04-12 23:35 CEST by the dblp team
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