Linus Scheibenreif

CoRR, July, 2025

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

[BibT_eX]

[DOI]

Francesc Marti Escofet

CoRR, April, 2025

Dense Air Pollution Estimation from Sparse in-situ Measurements and Satellite Data.

[BibT_eX]

[DOI]

Ruben Gonzalez Avilés

CoRR, April, 2025

Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space.

[BibT_eX]

[DOI]

Ruben Gonzalez Avilés

Nassim Ait Ali Braham

Benedikt Blumenstiel

Thomas Brunschwiler

Ranjini B. Guruprasad

CoRR, April, 2025

2024

Less is More: Active Self-Supervised Learning in Remote Sensing.

[BibT_eX]

[DOI]

Xuemei Jiang

Proceedings of the IGARSS 2024, 2024

Merging Patches and Tokens: A VQA System for Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Parameter Efficient Self-Supervised Geospatial Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

ben-ge/ERA-5: BigEarthNet Extended with Geographical and Environmental Data/Environmental Data.

[BibT_eX]

[DOI]

Dataset, December, 2023

ben-ge-8k: BigEarthNet Extended with Geographical and Environmental Data.

[BibT_eX]

[DOI]

Dataset, July, 2023

ben-ge/ESAWorldCover: BigEarthNet Extended with Geographical and Environmental Data/Land-use/land-cover Data.

[BibT_eX]

[DOI]

Dataset, July, 2023

ben-ge/DEM: BigEarthNet Extended with Geographical and Environmental Data/Elevation Data.

[BibT_eX]

[DOI]

Dataset, July, 2023

ben-ge/ERA-5: BigEarthNet Extended with Geographical and Environmental Data/Environmental Data.

[BibT_eX]

[DOI]

Dataset, July, 2023

Ben-Ge: Extending Bigearthnet with Geographical and Environmental Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Dataset Distillation for Eurosat.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Eurosat Model Zoo: A Dataset and Benchmark on Populations of Neural Networks and Its Sparsified Model Twins.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Self Supervised Learning in Remote Sensing: Quantifying Approaches Effectiveness Across Downstream Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Masked Vision Transformers for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Toward Global Estimation of Ground-Level NO<sub>2</sub> Pollution With Deep Learning and Remote Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Multimodal Approach for Event Detection: Study of UK Lockdowns in the Year 2020.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self-supervised Vision Transformers for Land-cover Segmentation and Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery.

[BibT_eX]

[DOI]

CoRR, 2021

Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space.

[BibT_eX]

[DOI]

CoRR, 2021

A Novel Dataset and Benchmark for Surface No2 Prediction from Remote Sensing Data Including Covid Lockdown Measures.

[BibT_eX]

[DOI]