Publications
SEARCH
ALL PUBLICATIONS
Leonard Hackel, Tom Burgert, Begüm Demir
CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts
Maximilian Kromer, Panagiotis Agrafiotis, Begüm Demir
Sea-Undistort: A Dataset for Through-Water Image Restoration in High Resolution Airborne Bathymetric Mapping
Barış Büyüktaş, Jonas Klotz, Begüm Demir
FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing
Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir
Adjustable Spatio-Spectral Hyperspectral Image Compression Network
Jonas Klotz, Tom Burgert, Begüm Demir
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
Lars Möllenbrok, Behnood Rasti, Begüm Demir
Continual Self-Supervised Learning With Masked Autoencoders in Remote Sensing
Yan Shu, Bin Ren, Zhitong Xiong, Danda Pani Paudel, Luc Van Gool, Begum Demir, Nicu Sebe, Paolo Rota
EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models
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