Christoph Koller

According to our database, Christoph Koller authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance in Earth Observation?

Christoph Koller, Göran Kauermann, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2024

Can Land Cover Classification Models Benefit From Distance-Aware Architectures?

Christoph Koller, Peter Jung, Xiaoxiang Zhu

IEEE Geosci. Remote. Sens. Lett., 2024

2023

Towards Label Embedding - Measuring classification difficulty.

Katharina Hechinger, Christoph Koller, Xiao Xiang Zhu, Göran Kauermann

CoRR, 2023

Exploring Distance-Aware Uncertainty Quantification for Remote Sensing Image Classification.

Christoph Koller, Peter Jung, Xiao Xiang Zhu

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

2022

Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance?

Christoph Koller, Göran Kauermann, Xiao Xiang Zhu

CoRR, 2022

Uncertainty-Guided Representation Learning in Local Climate Zone Classification.

Christoph Koller, Muhammad Shahrad, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2019

Einsatz von AMS-Daten und mapmap.js zur Erstellung von interaktiven, thematischen Karten am Beispiel des WKO Fachkräfte-Radars / Use of AMS Data and mapmap.js for the Creation of Interactive, Thematic Maps Using the WKO Skilled WorkersRadar as an Example.

Christoph Koller

AGIT Journal Angew. Geoinformatik, 2019