Barış Büyüktaş

Technische Universität Berlin — Germany

Engineering · Physical Sciences

5h-index50citations17works2.52yr avg
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Research Topics

Remote-Sensing Image Classification(7), Privacy-Preserving Technologies in Data(7), Wireless Body Area Networks(3), Molecular Communication and Nanonetworks(3), Automated Road and Building Extraction(3)

Publications17 total

FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2026Open Access
FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing
arXiv (Cornell University)·2025Open Access
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification
2025
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
ArXiv.org·2025Open Access
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification
arXiv (Cornell University)·2025Open Access
A Multimodal Federated Learning Framework for Remote Sensing Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2025Open Access
Estimating channel coefficients for complex topologies in 3D diffusion channel using artificial neural networks
Nano Communication Networks·2024
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review
IEEE Geoscience and Remote Sensing Magazine·2024· 10 cited
Transformer-Based Federated Learning For Multi-Label Remote Sensing Image Classification
2024· 14 cited
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
arXiv (Cornell University)·2024· 1 citedOpen Access
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification
arXiv (Cornell University)·2023Open Access
Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning
2023· 12 cited
Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
More learning with less labeling for face recognition
Digital Signal Processing·2023· 6 citedOpen Access
A Mock Circulatory Network Testbed for Molecular Communications
2021
Estimating Capture Probabilities for Complex Topologies in 2D Molecular Communication via Diffusion Channel using Artificial Neural Networks
2021
Curriculum Learning for Face Recognition
2020· 6 cited

Frequent Co-authors

Begüm Demir(12), Gencer Sumbül(6), J. Klotz(3), H. Birkan Yilmaz(3), Kenneth Weitzel(2), Sebastian Völkers(2), Felix Zailskas(2), Çiğdem Eroğlu Erdem(2), A. Tanju Erdem(2), Halil Umut Ozdemir(2), Halil Ibrahim Orhan(2), Meriç Turan(2), Jonas Klotz(1), Oğuzhan Yetimoğlu(1), Abdurrahman Dilmaç(1), Zeliha Cansu Canbek Özdil(1)