Marc Rußwurm

4 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

+1 more ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

AAAI (2) ICLR (1) JMLR (1)

Top co-authors

Konstantin Klemmer (2) Esther Rolf (2) Chester Holtz (1) Jakub Fil (1) Veronika Kopačková (1) Lester Mackey (1) Eli Woods (1) Devis Tuia (1) Benjamin Bischke (1) Tim G. J. Rudner (1)

Research topics

Machine Learning (4) Core Methods (3) Computer Vision (2) Deep Learning (2) Domain-Specific (2) Learning Types · Machine Learning (2) Data Science & Analytics (1) Analysis (1) Application Areas (1) Architectures (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

satellite imagery (2) semantic segmentation (1) domain adaptation (1) feature extraction (1) time series clustering (1) time series classification (1) convolutional neural network (1) vision-language model (1) multimodal fusion (1) spherical harmonics (1) time series regression (1) time series preprocessing (1) positional embedding (1) location embedding (1) multi-sensor fusion (1) flood mapping (1) geospatial prediction (1) geographic coordinate (1) machine learning toolkit (1) coordinate encoding (1)

Papers

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery AAAI 2025 Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks ICLR 2024 Tslearn, A Machine Learning Toolkit for Time Series Data JMLR 2020 Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery AAAI 2019