Marc Rußwurm - RankMe

41 papers A* 3C 8Journal 23Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Localized, High-resolution Geographic Representations with Slepian Functions. CoRR Arjun Rao, Ruth Crasto, Tessa Ooms, David Rolnick, Konstantin Klemmer, Marc Rußwurm
2025	—	`conf`	AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment. TerraBytes Vishal Nedungadi, Muhammad Akhtar Munir, Marc Rußwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman Khan
2025	J	`jnl`	AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment. CoRR Vishal Nedungadi, Muhammad Akhtar Munir, Marc Rußwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman H. Khan
2025	J	`jnl`	Deep Pre-trained Time Series Features for Tree Species Classification in the Dutch Forest Inventory. CoRR Takayuki Ishikawa, Carmelo Bonannella, Bas J. W. Lerink, Marc Rußwurm
2025	J	`jnl`	From General to Specialized: The Need for Foundational Models in Agriculture. CoRR Vishal Nedungadi, Xingguo Xiong, Aike Potze, Ron van Bree, Tao Lin, Marc Rußwurm, Ioannis N. Athanasiadis
2025	J	`jnl`	Measuring the Intrinsic Dimension of Earth Representations. CoRR Arjun Rao, Marc Rußwurm, Konstantin Klemmer, Esther Rolf
2025	—	`conf`	NaT-ReX: Naturalness Assessment with Transformer-Based Reliable Explainability. DAGM GCPR Ahmed Emam, Mohamed M. Farag, Marc Rußwurm, Ribana Roscher
2025	J	`jnl`	SAMSelect: A Spectral Index Search for Marine Debris Visualization Using Segment Anything. IEEE Geosci. Remote. Sens. Lett. Joost van Dalen, Yuki M. Asano, Marc Rußwurm
2025	J	`jnl`	SAMSelect: A Spectral Index Search for Marine Debris Visualization using Segment Anything. CoRR Joost van Dalen, Yuki M. Asano, Marc Rußwurm
2025	A*	`conf`	SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery. AAAI Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Rußwurm
2024	A*	`conf`	Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks. ICLR Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia
2024	J	`jnl`	Imbalance-aware Presence-only Loss Function for Species Distribution Modeling. CoRR Robin Zbinden, Nina Van Tiel, Marc Rußwurm, Devis Tuia
2024	J	`jnl`	WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models. Int. J. Comput. Vis. Valentin Gabeff, Marc Rußwurm, Devis Tuia, Alexander Mathis
2023	C	`conf`	Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. IGARSS Jan Pisl, Lloyd Haydn Hughes, Marc Rußwurm, Devis Tuia
2023	J	`jnl`	Data-Centric Machine Learning for Geospatial Remote Sensing Data. CoRR Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia
2023	C	`conf`	Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. IGARSS Marc Rußwurm, Lloyd Haydn Hughes, Giorgio Pasquali, Corneliu Octavian Dumitru, Devis Tuia
2023	J	`jnl`	Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks. CoRR Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia
2023	C	`conf`	Improving Few-Shot Object Detection with Object Part Proposals. IGARSS Arthur Chevalley, Ciprian Tomoiaga, Marcin Detyniecki, Marc Rußwurm, Devis Tuia
2023	J	`jnl`	Large-scale Detection of Marine Debris in Coastal Areas with Sentinel-2. CoRR Marc Rußwurm, Sushen Jilla Venkatesa, Devis Tuia
2023	J	`jnl`	SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery. CoRR Konstantin Klemmer, Esther Rolf, Caleb Robinson, Lester Mackey, Marc Rußwurm
2023	C	`conf`	Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
2022	—	`—`	Data-Driven Feature Learning with Discriminative Models for Satellite Time Series. Marc Rußwurm
2022	C	`conf`	Humans are Poor Few-Shot Classifiers for Sentinel-2 Land Cover. IGARSS Marc Rußwurm, Sherrie Wang, Devis Tuia
2022	—	`conf`	Time Dependent Image Generation of Plants from Incomplete Sequences with CNN-Transformer. GCPR Lukas Drees, Immanuel Weber, Marc Rußwurm, Ribana Roscher
2021	—	`conf`	DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. NeurIPS Datasets and Benchmarks Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressutti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu
2021	C	`conf`	InSAR Displacement Time Series Mining: A Machine Learning Approach. IGARSS Homa Ansari, Marc Rußwurm, Mohsin Ali, Sina Montazeri, Alessandro Parizzi, Xiao Xiang Zhu
2020	—	`conf`	Meta-Learning for Few-Shot Land Cover Classification. CVPR Workshops Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell
2020	J	`jnl`	Meta-Learning for Few-Shot Land Cover Classification. CoRR Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell
2020	C	`conf`	Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. IGARSS Marc Rußwurm, Mohsin Ali, Xiaoxiang Zhu, Yarin Gal, Marco Körner
2020	J	`jnl`	Tslearn, A Machine Learning Toolkit for Time Series Data. J. Mach. Learn. Res. Romain Tavenard, Johann Faouzi, Gilles Vandewiele, Felix Divo, Guillaume Androz, Chester Holtz, Marie Payne, Roman Yurchak, Marc Rußwurm, Kushal Kolar, Eli Woods
2019	J	`jnl`	BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. CoRR Marc Rußwurm, Sébastien Lefèvre, Marco Körner
2019	J	`jnl`	Early Classification for Agricultural Monitoring from Satellite Time Series. CoRR Marc Rußwurm, Romain Tavenard, Sébastien Lefèvre, Marco Körner
2019	J	`jnl`	End-to-end Learning for Early Classification of Time Series. CoRR Marc Rußwurm, Sébastien Lefèvre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard
2019	A*	`conf`	Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery. AAAI Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski
2019	J	`jnl`	Self-Attention for Raw Optical Satellite Time Series Classification. CoRR Marc Rußwurm, Marco Körner
2019	C	`conf`	Sequential Recurrent Encoders for Land Cover Mapping in The Brazilian Amazon Using Modis Imagery and Auxiliary Datasets. IGARSS Alejandro Coca-Castro, Marc Rußwurm, Louis Reymondin, Mark Mulligan
2018	J	`jnl`	Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. CoRR Marc Rußwurm, Marco Körner
2018	J	`jnl`	Multi CoRR Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski
2018	J	`jnl`	Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. CoRR Marc Rußwurm, Marco Körner
2018	J	`jnl`	Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. ISPRS Int. J. Geo Inf. Marc Rußwurm, Marco Körner
2017	—	`conf`	Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images. CVPR Workshops Marc Rußwurm, Marco Körner