Baris Büyüktas
Baris Büyüktas
Doctoral Researcher
Research project: “Novel Federated Learning Methods for Efficient, Effective and Privacy- Sensitive Earth Observation”
B.Sc. degree in Electrical & Electronics Engineering, Ozyegin University (2018)
- remote sensing
- federated learning
- computer vision
Jonas Klotz, Baris Büyüktas, Begüm Demir
COMMUNICATION-EFFICIENTFEDERATEDLEARNINGBASEDON EXPLANATION-GUIDEDPRUNINGFORREMOTESENSINGIMAGECLASSIFICATION
Jonas Klotz, Barış Büyüktaş, Begüm Demir
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification
Baris Büyüktas, Gencer Sumbul, Begüm Demir
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review
Barış Büyüktaş, Kenneth Weitzel, Sebastian Völkers, Felix Zailskas, Begüm Demir
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
Barış Büyüktaş, Gencer Sumbul, Begüm Demir