Linus Scheibenreif

25 papers A* 1C 9Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dense Air Pollution Estimation from Sparse in-situ Measurements and Satellite Data.
CoRR
Ruben Gonzalez Avilés, Linus Scheibenreif, Damian Borth
2025 — conf
Fine-Tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models.
ECML/PKDD (6)
Francesc Marti Escofet, Benedikt Blumenstiel, Linus Scheibenreif, Paolo Fraccaro, Konrad Schindler
2025 J jnl
Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models.
CoRR
Francesc Marti Escofet, Benedikt Blumenstiel, Linus Scheibenreif, Paolo Fraccaro, Konrad Schindler
2025 J jnl
Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space.
CoRR
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
2025 J jnl
MAPEX: Modality-Aware Pruning of Experts for Remote Sensing Foundation Models.
CoRR
Joëlle Hanna, Linus Scheibenreif, Damian Borth
2025 J jnl
The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2.
CoRR
Olivier Dietrich, Merlin Alfredsson, Emilia Arens, Nando Metzger, Torben Peters, Linus Scheibenreif, Jan Dirk Wegner, Konrad Schindler
2024 C conf
Less is More: Active Self-Supervised Learning in Remote Sensing.
IGARSS
Xuemei Jiang, Linus Scheibenreif, Damian Borth
2024 C conf
Merging Patches and Tokens: A VQA System for Remote Sensing.
IGARSS
Damian Falk, Kaan Aydin, Linus Scheibenreif, Damian Borth
2024 A* conf
Parameter Efficient Self-Supervised Geospatial Domain Adaptation.
CVPR
Linus Scheibenreif, Michael Mommert, Damian Borth
2023 C conf
Ben-Ge: Extending Bigearthnet with Geographical and Environmental Data.
IGARSS
Michael Mommert, Nicolas Kesseli, Joëlle Hanna, Linus Scheibenreif, Damian Borth, Begüm Demir
2023 J jnl
Ben-ge: Extending BigEarthNet with Geographical and Environmental Data.
CoRR
Michael Mommert, Nicolas Kesseli, Joëlle Hanna, Linus Scheibenreif, Damian Borth, Begüm Demir
2023 C conf
Dataset Distillation for Eurosat.
IGARSS
Julius Lautz, Daniel Leal, Linus Scheibenreif, Damian Borth, Michael Mommert
2023 C conf
Eurosat Model Zoo: A Dataset and Benchmark on Populations of Neural Networks and Its Sparsified Model Twins.
IGARSS
Dominik Honegger, Konstantin Schürholt, Linus Scheibenreif, Damian Borth
2023 — conf
Masked Vision Transformers for Hyperspectral Image Classification.
CVPR Workshops
Linus Scheibenreif, Michael Mommert, Damian Borth
2023 C conf
Self Supervised Learning in Remote Sensing: Quantifying Approaches Effectiveness Across Downstream Tasks.
IGARSS
Marc Grau, Alexander Lontke, Xuemei Jiang, Linus Scheibenreif
2022 C conf
A Multimodal Approach for Event Detection: Study of UK Lockdowns in the Year 2020.
IGARSS
Joëlle Hanna, Linus Scheibenreif, Michael Mommert, Damian Borth
2022 — conf
Self-supervised Vision Transformers for Land-cover Segmentation and Classification.
CVPR Workshops
Linus Scheibenreif, Joëlle Hanna, Michael Mommert, Damian Borth
2022 J jnl
Toward Global Estimation of Ground-Level NO
IEEE Trans. Geosci. Remote. Sens.
Linus Scheibenreif, Michael Mommert, Damian Borth
2021 C conf
A Novel Dataset and Benchmark for Surface No2 Prediction from Remote Sensing Data Including Covid Lockdown Measures.
IGARSS
Linus Scheibenreif, Michael Mommert, Damian Borth
2021 J jnl
Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space.
CoRR
Linus Scheibenreif, Michael Mommert, Damian Borth
2021 J jnl
Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery.
CoRR
Odhran O'Donoghue, Paul Duckworth, Giuseppe Ughi, Linus Scheibenreif, Kia Khezeli, Adrienne Hoarfrost, Samuel Budd, Patrick Foley, Nicholas Chia, John Kalantari, Graham Mackintosh, Frank Soboczenski, Lauren M. Sanders
2021 C conf
Power Plant Classification from Remote Imaging with Deep Learning.
IGARSS
Michael Mommert, Linus Scheibenreif, Joëlle Hanna, Damian Borth
2021 J jnl
Power Plant Classification from Remote Imaging with Deep Learning.
CoRR
Michael Mommert, Linus Scheibenreif, Joëlle Hanna, Damian Borth
2020 J jnl
Characterization of Industrial Smoke Plumes from Remote Sensing Data.
CoRR
Michael Mommert, Mario Sigel, Marcel Neuhausler, Linus Scheibenreif, Damian Borth
2019 J jnl
FunFam protein families improve residue level molecular function prediction.
BMC Bioinform.
Linus Scheibenreif, Maria Littmann, Christine A. Orengo, Burkhard Rost