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M. Tsokanaridou, J. Hackstein, G. Hoxha, S.-A. Kefalidis, K. Plas, B. Demir, M. Koubarakis, M. Corsi, C. Leoni, G. Pasquali et al.
A MULTI-AGENT SYSTEM TO ORCHESTRATE INTERACTIONS WITH DIGITAL TWINS OF EARTH
Gereon Dusella, Haralampos Gavriilidis, Binger Chen, Begüm Demir, Volker Markl, Eleni Tzirita Zacharatou
Automating Earth Observation Analytics Pipelines with Agent Raven
Tom Burgert, Oliver Stoll, Paolo Rota, Begüm Demir
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
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