Christoph Koller

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Classification Models

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2024)
Christoph Koller, Peter Jung, Xiaoxiang Zhu
Can Land Cover Classification Models Benefit From Distance-Aware Architectures? IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Katharina Hechinger, Christoph Koller, Xiao Xiang Zhu, Göran Kauermann
Towards Label Embedding - Measuring classification difficulty. CoRR (2023)
Christoph Koller, Peter Jung, Xiao Xiang Zhu
Exploring Distance-Aware Uncertainty Quantification for Remote Sensing Image Classification. IGARSS (2023)
Christoph Koller, Muhammad Shahrad, Xiao Xiang Zhu
Uncertainty-Guided Representation Learning in Local Climate Zone Classification. IGARSS (2022)
Christoph Koller, Göran Kauermann, Xiao Xiang Zhu
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? CoRR (2022)
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 5 (2019)