Scholar
Begüm Demir
Google Scholar ID: zq4kgCAAAAAJ
Professor, BIFOLD and Faculty of EECS, Technische Universität Berlin
Remote Sensing
Machine Learning
Image Analysis
Signal Processing
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Citations & Impact
All-time
Citations
3,968
H-index
34
i10-index
76
Publications
20
Co-authors
40
list available
Publications
19 items
FedMAD: Modulation-Aware Directional Aggregation for Federated Learning in Remote Sensing Image Classification
2026
Cited
0
On the Effectiveness of Adaptation Strategies for VLM-Based Federated Learning in Remote Sensing
2026
Cited
0
Evaluating the Interpretability of Sparse Autoencoders with Concept Annotations
2026
Cited
0
Agentic AI for Remote Sensing: Technical Challenges and Research Directions
2026
Cited
0
OceanMAE: A Foundation Model for Ocean Remote Sensing
2026
Cited
0
BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth Observation
2026
Cited
0
HyVIC: A Metric-Driven Spatio-Spectral Hyperspectral Image Compression Architecture Based on Variational Autoencoders
2026
Cited
0
TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation
2026
Cited
0
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Co-authors
10 total
Lorenzo Bruzzone
Professor of Telecommunications, University of Trento
Gencer Sumbul
Ecole Polytechnique Fédérale de Lausanne (EPFL)
Volker Markl
Technische Universität Berlin
Mahdyar Ravanbakhsh
Research Scientist, Zalando SE Berlin
Claudio Persello
University of Twente, Faculty ITC
Devis Tuia
Ecole Polytechnique Fédérale de Lausanne (EPFL)
Subhasis Chaudhuri
Indian Institute of Technology Bombay
Enver Sangineto
University of Modena e Reggio Emilia
