Joana Reuss

According to our database, Joana Reuss authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

DirPA: Addressing Prior Shift in Imbalanced Few-shot Crop-type Classification.

Joana Reuss, Ekaterina Gikalo, Marco Körner

CoRR, March, 2026

2025

Mind the Gap: Bridging Prior Shift in Realistic Few-Shot Crop-Type Classification.

Joana Reuss, Ekaterina Gikalo, Marco Körner

CoRR, November, 2025

Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset.

Joana Reuss, Jan MacDonald, Simon Becker, Konrad Schultka, Lorenz Richter, Marco Körner

CoRR, April, 2025

2024

EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification.

Joana Reuss, Jan MacDonald, Simon Becker, Lorenz Richter, Marco Körner

CoRR, 2024

2023

Generalization Across Sensor-Modalities for Deforestation Assessment.

Joana Reuss, Michael Engel, Stephanie Tumampos, Marco Körner

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023