| 2025 | WACV | FineAir: Finest-grained Airplanes in High-resolution Satellite Images. | Murat Osswald, Louis Niederlohner, Sascha Kjer, Tobias Ziedorn, Valerio Gulli, Michael Mommert, Helmut Mayer |
| 2024 | CVPR | Parameter Efficient Self-Supervised Geospatial Domain Adaptation. | Linus Scheibenreif, Michael Mommert, Damian Borth |
| 2024 | IGARSS | Advanced Prediction of Soil Organic Carbon: A Hybrid Transformer Network with Cost-Sensitive Learning Using Remote Sensing and Climate Data. | Nafiseh Kakhani, Michael Mommert, Thomas Scholten |
| 2024 | IGARSS | Multi-Modal Diffusion for Self-Supervised Pretraining. | Alexander Lontke, Michael Mommert, Damian Borth |
| 2023 | CVPR | Sparse Multimodal Vision Transformer for Weakly Supervised Semantic Segmentation. | Jolle Hanna, Michael Mommert, Damian Borth |
| 2023 | CVPR | Masked Vision Transformers for Hyperspectral Image Classification. | Linus Scheibenreif, Michael Mommert, Damian Borth |
| 2023 | IGARSS | Ben-Ge: Extending Bigearthnet with Geographical and Environmental Data. | Michael Mommert, Nicolas Kesseli, Jolle Hanna, Linus Scheibenreif, Damian Borth, Begm Demir |
| 2023 | IGARSS | Dataset Distillation for Eurosat. | Julius Lautz, Daniel Leal, Linus Scheibenreif, Damian Borth, Michael Mommert |
| 2022 | CVPR | Self-supervised Vision Transformers for Land-cover Segmentation and Classification. | Linus Scheibenreif, Jolle Hanna, Michael Mommert, Damian Borth |
| 2022 | IGARSS | Traffic Noise Estimation from Satellite Imagery with Deep Learning. | Leonardo Eicher, Michael Mommert, Damian Borth |
| 2022 | IGARSS | A Multimodal Approach for Event Detection: Study of UK Lockdowns in the Year 2020. | Jolle Hanna, Linus Scheibenreif, Michael Mommert, Damian Borth |
| 2021 | IGARSS | Power Plant Classification from Remote Imaging with Deep Learning. | Michael Mommert, Linus Scheibenreif, Jolle Hanna, Damian Borth |
| 2021 | IGARSS | A Novel Dataset and Benchmark for Surface No2 Prediction from Remote Sensing Data Including Covid Lockdown Measures. | Linus Scheibenreif, Michael Mommert, Damian Borth |