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Christoph Koller
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2020 – today
- 2024
- [j3]Christoph Koller, Peter Jung, Xiaoxiang Zhu:
Can Land Cover Classification Models Benefit From Distance-Aware Architectures? IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j2]Christoph Koller, Göran Kauermann, Xiao Xiang Zhu:
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance in Earth Observation? IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - 2023
- [c2]Christoph Koller, Peter Jung, Xiao Xiang Zhu:
Exploring Distance-Aware Uncertainty Quantification for Remote Sensing Image Classification. IGARSS 2023: 5692-5695 - [i2]Katharina Hechinger, Christoph Koller, Xiao Xiang Zhu, Göran Kauermann:
Towards Label Embedding - Measuring classification difficulty. CoRR abs/2311.08874 (2023) - 2022
- [c1]Christoph Koller, Muhammad Shahrad, Xiao Xiang Zhu:
Uncertainty-Guided Representation Learning in Local Climate Zone Classification. IGARSS 2022: 183-186 - [i1]Christoph Koller, Göran Kauermann, Xiao Xiang Zhu:
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? CoRR abs/2205.15265 (2022)
2010 – 2019
- 2019
- [j1]Christoph Koller:
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. AGIT Journal Angew. Geoinformatik 5: 164-171 (2019)
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