3 papers
cs.CV2026
ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation
Mohamed Farag, Genc Hoxha, Yahia Maleki +2
Reliable decision-support in digital agriculture requires accurate predictions and well-calibrated uncertainty estimates, particularly for dense prediction tasks such as semantic s…
cs.CV2026
An assessment of data-centric methods for label noise identification in remote sensing data sets
Felix Kröber, Genc Hoxha, Ribana Roscher
Label noise in the sense of incorrect labels is present in many real-world data sets and is known to severely limit the generalizability of deep learning models. In the field of re…
cs.CV2025
Self-Supervised Cross-Modal Text-Image Time Series Retrieval in Remote Sensing
Genc Hoxha, Olivér Angyal, Begüm Demir
The development of image time series retrieval (ITSR) methods is a growing research interest in remote sensing (RS). Given a user-defined image time series (i.e., the query time se…