Rußwurm, Marc

8 publications

AAAI 2025 SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Rußwurm

ICLR 2024 Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia

NeurIPSW 2023 Towards Global, General-Purpose Pretrained Geographic Location Encoders Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Rußwurm

NeurIPSW 2022 Instance Norm Improves Meta-Learning in Class-Imbalanced Land Cover Classification Marc Rußwurm, Devis Tuia

CVPRW 2020 Meta-Learning for Few-Shot Land Cover Classification Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell

MLOSS 2020 Tslearn, a Machine Learning Toolkit for Time Series Data Romain Tavenard, Johann Faouzi, Gilles Vandewiele, Felix Divo, Guillaume Androz, Chester Holtz, Marie Payne, Roman Yurchak, Marc Rußwurm, Kushal Kolar, Eli Woods

AAAI 2019 Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski

CVPRW 2017 Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-Spectral Satellite Images Marc Rußwurm, Marco Körner