Christoph Koller

Christoph Koller

German Aerospace Center - Köln / Germany
Engineering & Technology / Aerospace Engineering
AD Scientific Index ID: 5214475
German Aerospace Centre
person_outline Christoph Koller's MOST POPULAR ARTICLES
1-) Going beyond one-hot encoding in classification: can human uncertainty improve model performance?C Koller, G Kauermann, XX ZhuarXiv preprint arXiv:2205.15265, 202252022
2-) Uncertainty-Guided Representation Learning in Local Climate Zone ClassificationC Koller, M Shahzad, XX ZhuIGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 202222022
3-) Exploring distance-aware uncertainty quantification for remote sensing image classificationC Koller, P Jung, XX ZhuIGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 202312023
4-) Can Land Cover Classification Models Benefit From Distance-Aware Architectures?C Koller, P Jung, XX ZhuIEEE Geoscience and Remote Sensing Letters, 20242024
5-) Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance in Earth Observation?C Koller, G Kauermann, XX ZhuIEEE Transactions on Geoscience and Remote Sensing, 20232023