| Self-supervised vision transformers for land-cover segmentation and classification L Scheibenreif, J Hanna, M Mommert, D Borth Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 67 | 2022 |
| FunFam protein families improve residue level molecular function prediction L Scheibenreif, M Littmann, C Orengo, B Rost BMC Bioinformatics 20 (1), 1-9, 2019 | 20 | 2019 |
| Masked Vision Transformers for Hyperspectral Image Classification L Scheibenreif, M Mommert, D Borth Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 19 | 2023 |
| Contrastive self-supervised data fusion for satellite imagery L Scheibenreif, M Mommert, D Borth ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | 19 | 2022 |
| Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing L Scheibenreif, M Mommert, D Borth IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022 | 14 | 2022 |
| Estimation of air pollution with remote sensing data: Revealing greenhouse gas emissions from space L Scheibenreif, M Mommert, D Borth ICML 2021 Workshop on Tackling Climate Change with Machine Learning, 2021 | 13 | 2021 |
| Characterization of Industrial Smoke Plumes from Remote Sensing Data M Mommert, M Sigel, M Neuhausler, L Scheibenreif, D Borth NeurIPS 2020 Workshop on Tackling Climate Change with Machine Learning, 2020 | 12 | 2020 |
| Multitask learning for estimating power plant greenhouse gas emissions from satellite imagery J Hanna, M Mommert, LM Scheibenreif, D Borth NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning, 2021 | 9 | 2021 |
| Self-supervised vision transformers for landcover segmentation and classification. 2022 IEEE L Scheibenreif, J Hanna, M Mommert, D Borth CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW …, 2022 | 5 | 2022 |
| A novel dataset and benchmark for surface NO2 prediction from remote sensing data including COVID lockdown measures L Scheibenreif, M Mommert, D Borth 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 8364 …, 2021 | 4 | 2021 |
| Power plant classification from remote imaging with deep learning M Mommert, L Scheibenreif, J Hanna, D Borth 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 6391 …, 2021 | 4 | 2021 |
| Invariant risk minimisation for cross-organism inference: substituting mouse data for human data in human risk factor discovery O O'Donoghue, P Duckworth, G Ughi, L Scheibenreif, K Khezeli, ... NeurIPS 2021 Workshop Machine Learning for Health, 2021 | 3 | 2021 |
| Eurosat Model Zoo: A Dataset and Benchmark on Populations of Neural Networks and Its Sparsified Model Twins D Honegger, K Schürholt, L Scheibenreif, D Borth IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
| Ben-ge: Extending BigEarthNet with Geographical and Environmental Data M Mommert, N Kesseli, J Hanna, L Scheibenreif, D Borth, B Demir IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
| Self Supervised Learning in Remote Sensing: Quantifying Approaches Effectiveness Across Downstream Tasks M Grau, A Lontke, X Jiang, L Scheibenreif IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| Dataset Distillation for Eurosat J Lautz, D Leal, L Scheibenreif, D Borth, M Mommert IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| Efficient Learning for Earth Observation Applications with Self-Supervised Learning M Mommert, L Scheibenreif, J Hanna, D Borth | | 2023 |
| Multi-modal Self-supervised Learning for Earth Observation LM Scheibenreif, J Hanna, M Mommert, D Borth | | 2022 |
| A Multimodal Approach for Event Detection: Study of UK Lockdowns in the Year 2020 J Hanna, L Scheibenreif, M Mommert, D Borth IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | | 2022 |
| Estimation of Air Pollution with Remote Sensing Data LM Scheibenreif, M Mommert, D Borth | | 2022 |
