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Mathis Jürgen Adler, Leonard Hackel, Gencer Sumbul, Begüm Demir
Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
F. van Geffen, R. Hänsch, B. Demir, S. Kruse, U. Herzschuh, B. Heim
A Benchmark Dataset for Sentinel-2 Based Forest Type Classification in the Siberian Summergreen-Evergreen Forest Transition Zone
Panagiotis Agrafiotis, Begüm Demir
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps
Philine L. Bommer, Marlene Kretschmer, Fiona R. Spuler, Kirill Bykov, Marina M.-C. Höhne
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter Weather
Lars Möllenbrok, Behnood Rasti, Begüm Demir
A Plasticity-Aware Method for Continual Self-Supervised Learning in Remote Sensing
Serafeim Papadias
Mining highly dynamic graphs
Fabian Jaensch, Giuseppe Caire, Begüm Demir
Radio Map Prediction from Aerial Images and Application to Coverage Optimization
Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu et al.
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir
HyCoT: Hyperspectral Compression Transformer with an Efficient Training Strategy
Kai Norman Clasen, Leonard Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl