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Marc Conrad Russwurm

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Marc Conrad Russwurm

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Meta-learning to address diverse Earth observation problems across resolutions

Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

Mapping drivers of tropical forest loss with satellite image time series and machine learning

Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network

Large-scale detection of marine debris in coastal areas with Sentinel-2

Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management

Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models

Improving Few-Shot Object Detection with Object Part Proposals

Meteor: Meta-learning connecting earth problems observed from space