Marc Rußwurm
Technische Universität München
H-index: 16
Europe-Germany
Top articles of Marc Rußwurm
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation | Claire Robin Vitus Benson Christan Requena-Mesa Lazaro Alonso Jeran Poehls | 2024/3/7 | |
Linking deep learning-based forest cover maps to treeline spatio-temporal patterns | Thiên-Anh Nguyen Marc Rußwurm Gaston Lenczner Devis Tuia | 2024/3/7 | |
Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning | Remote Sensing of Environment | Thiên-Anh Nguyen Marc Rußwurm Gaston Lenczner Devis Tuia | 2024/5/1 |
Mapping drivers of tropical forest loss with satellite image time series and machine learning | Environmental Research Letters | Jan Pisl Marc Rußwurm Lloyd Hughes Gaston Lenczner Linda See | 2024/4/29 |
Where the White Continent is blue: Deep learning locates bare ice in Antarctica | Geophysical Research Letters | Veronica Tollenaar Harry Zekollari Frank Pattyn Marc Rußwurm Benjamin Kellenberger | 2024/2/16 |
Meta-learning to address diverse Earth observation problems across resolutions | Communications Earth & Environment | Marc Rußwurm Sherrie Wang Benjamin Kellenberger Ribana Roscher Devis Tuia | 2024/1/12 |
WildCLIP: Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models | International Journal of Computer Vision (in press) & bioRxiv | Valentin Gabeff Marc Russwurm Devis Tuia Alexander Mathis | 2023 |
Imbalance-aware Presence-only Loss Function for Species Distribution Modeling | arXiv preprint arXiv:2403.07472 | Robin Zbinden Nina van Tiel Marc Rußwurm Devis Tuia | 2024/3/12 |
Data-Centric Machine Learning for Geospatial Remote Sensing Data | arXiv preprint arXiv:2312.05327 | Ribana Roscher Marc Rußwurm Caroline Gevaert Michael Kampffmeyer Jefersson A dos Santos | 2023/12/8 |
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management | Oleg Antropov Matthieu Molinier Rıdvan Salih Kuzu Lloyd Hughes Marc Rußwurm | 2023/7/16 | |
Mapping forest cover dynamics in the Swiss Alps using 70 years of aerial imagery | EGU General Assembly Conference Abstracts | Thiên-Anh Nguyen Marc Rußwurm Benjamin Kellenberger Devis Tuia | 2023/5 |
RepreSent: Non-supervised Representation Learning for Sentinels | Corneliu Octavian Dumitru Ridvan Salih Kuzu Lloyd Hughes Marc Russwurm Devis Tuia | 2023 | |
Towards Global, General-Purpose Pretrained Geographic Location Encoders | Konstantin Klemmer Esther Rolf Caleb Robinson Lester Mackey Marc Rußwurm | 2023/12/7 | |
Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series | Jan Pisl Lloyd Haydn Hughes Marc Rußwurm Devis Tuia | 2023/7/16 | |
A new blue ice area map of Antarctica | EGU General Assembly Conference Abstracts | Veronica Tollenaar Harry Zekollari Devis Tuia Marc Rußwurm Benjamin Kellenberger | 2023/5 |
Blue ice in Antarctica: The gateway to travel in time and space | Veronica Tollenaar Harry Zekollari Devis Tuia Marc Rußwurm Benjamin Kellenberger | 2023 | |
SatCLIP: Global, general-purpose location embeddings with satellite imagery | arXiv preprint arXiv:2311.17179 | Konstantin Klemmer Esther Rolf Caleb Robinson Lester Mackey Marc Rußwurm | 2023/11/28 |
Detection of settlements in tanzania and mozambique by many regional few-shot models | Marc Rußwurm Lloyd Haydn Hughes Giorgio Pasquali Corneliu Octavian Dumitru Devis Tuia | 2023/7/16 | |
Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network | Frontiers in Water | Corinna Frank Marc Rußwurm Javier Fluixa-Sanmartin Devis Tuia | 2023/4/17 |
Geographic location encoding with spherical harmonics and sinusoidal representation networks | arXiv preprint arXiv:2310.06743 | Marc Rußwurm Konstantin Klemmer Esther Rolf Robin Zbinden Devis Tuia | 2023/10/10 |
Co-Authors
