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Kai Norman Clasen, Leonard Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis
Léa Enguehard, Stefan Kruse, Birgit Heim, Ingmar Nitze, Nicola Falco, Begum Demir, Ulrike Herzschuh
Unraveling boreal forest composition and drivers across scales in eastern Siberia
Theresa Follath, David Mickisch, Jan Hemmerling, Stefan Erasmi, Marcel Schwieder, Begüm Demir
Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series
Ana Lomashvili, Kristin Rammelkamp, Olivier Gasnault, Protim Bhattacharjee, Elise Clavé, Christoph H. Egerland, Susanne Schroder, Begum Demir, Nina L. Lanza
Optimized Martian Dust Displacement Detection Using Explainable Machine Learning
Panagiotis Agrafiotis, Łukasz Janowski, Dimitrios Skarlatos, Begüm Demir
MagicBathyNet: A Multimodal Remote Sensing Dataset for Bathymetry Prediction and Pixel-based Classification in Shallow Waters
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