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Gencer Sumbul

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Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing

Jan 15, 2024
Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, Begüm Demir

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Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification

Nov 10, 2023
Barış Büyüktaş, Gencer Sumbul, Begüm Demir

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Annotation Cost Efficient Active Learning for Content Based Image Retrieval

Jun 26, 2023
Julia Henkel, Genc Hoxha, Gencer Sumbul, Lars Möllenbrok, Begüm Demir

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Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing

Jun 14, 2023
Gencer Sumbul, Begüm Demir

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Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning

Jun 01, 2023
Barış Büyüktaş, Gencer Sumbul, Begüm Demir

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Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning in Remote Sensing

Dec 02, 2022
Gencer Sumbul, Begüm Demir

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A Novel Self-Supervised Cross-Modal Image Retrieval Method In Remote Sensing

Feb 23, 2022
Gencer Sumbul, Markus Müller, Begüm Demir

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Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning

Feb 23, 2022
Adina Zell, Gencer Sumbul, Begüm Demir

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A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval

Jan 17, 2022
Jun Xiang, Gencer Sumbul, Nimisha Thekke Madam, Begüm Demir

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