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Barış Büyüktaş, Kenneth Weitzel, Sebastian Völkers, Felix Zailskas, Begüm Demir
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
Tom Burgert, Tim Siebert, Kai Norman Clasen, Begüm Demir
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification
Leonard Hackel, Kai Norman Clasen, Begüm Demir
ConfigILM: A general purpose configurable library for combining image and language models for visual question answering
Manolis Koubarakis, Marco Corsi, Cristian Leoni, Giorgio Pasquali, Chiara Pratola, Simone Tilia, Sergios-Anestis Kefalidis, Konstantinos Plas, Mariangela Pollali, Myrto Tsokanaridou et al.
A Digital Assistant for Digital Twin Earth
Tom Burgert, Begüm Demir
ESTIMATING PHYSICAL INFORMATION CONSISTENCY OF CHANNEL DATA AUGMENTATION FOR REMOTE SENSING IMAGES
Angelos Zavras, Dimitrios Michail, Begüm Demir, Ioannis Papoutsis
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, Begüm Demir
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
Fabian Jaensch, Giuseppe Caire, Begüm Demir
Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments
Moritz Schott, Adina Zell, Sven Lautenbach, Gencer Sumbul, Michael Schultz, Alexander Zipf, Begüm Demir
Analyzing and Improving the Quality and Fitness for Purpose of OpenStreetMap as Labels in Remote Sensing Applications
Barış Büyüktaş, Gencer Sumbul, Begüm Demir