| 2025 | AAAI | SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery. | Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Ruwurm |
| 2025 | ICML | AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment. | Vishal Nedungadi, Muhammad Akhtar Munir, Marc Ruwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman Khan |
| 2024 | ICLR | Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks. | Marc Ruwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia |
| 2023 | IGARSS | Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. | Jan Pisl, Lloyd Haydn Hughes, Marc Ruwurm, Devis Tuia |
| 2023 | IGARSS | Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. | Marc Ruwurm, Lloyd Haydn Hughes, Giorgio Pasquali, Corneliu Octavian Dumitru, Devis Tuia |
| 2023 | IGARSS | Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. | Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Ruwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu |
| 2023 | IGARSS | Improving Few-Shot Object Detection with Object Part Proposals. | Arthur Chevalley, Ciprian Tomoiaga, Marcin Detyniecki, Marc Ruwurm, Devis Tuia |
| 2022 | IGARSS | Humans are Poor Few-Shot Classifiers for Sentinel-2 Land Cover. | Marc Ruwurm, Sherrie Wang, Devis Tuia |
| 2021 | IGARSS | InSAR Displacement Time Series Mining: A Machine Learning Approach. | Homa Ansari, Marc Ruwurm, Mohsin Ali, Sina Montazeri, Alessandro Parizzi, Xiao Xiang Zhu |
| 2020 | CVPR | Meta-Learning for Few-Shot Land Cover Classification. | Marc Ruwurm, Sherrie Wang, Marco Krner, David B. Lobell |
| 2020 | IGARSS | Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. | Marc Ruwurm, Mohsin Ali, Xiaoxiang Zhu, Yarin Gal, Marco Krner |
| 2019 | AAAI | Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery. | Tim G. J. Rudner, Marc Ruwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopackov, Piotr Bilinski |
| 2019 | IGARSS | Sequential Recurrent Encoders for Land Cover Mapping in The Brazilian Amazon Using Modis Imagery and Auxiliary Datasets. | Alejandro Coca-Castro, Marc Ruwurm, Louis Reymondin, Mark Mulligan |
| 2017 | CVPR | Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images. | Marc Ruwurm, Marco Krner |