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Mathis Jürgen Adler, Leonard Hackel, Gencer Sumbul, Begüm Demir
Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
Nicolas Longepe, Hamed Alemohammad, Anca Anghelea, Thomas Brunschwiler, Gustau Camps-Valls, Gabriele Cavallaro, Jocelyn Chanussot, Jose Manuel Delgado, Begüm Demir, Nikolaos Dionelis et al.
Earth Action in Transition: Highlights from the 2025 ESA–NASA International Workshop on AI Foundation Models for EO
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
Justus Westerhoff, Erblina Purelku, Jakob Hackstein, Jonas Loos, Leo Pinetzki, Lorenz Hufe
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models
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