Gencer Sumbul

Orcid: 0000-0003-3690-3052

According to our database1, Gencer Sumbul authored at least 28 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing.
CoRR, 2024

2023
Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning.
IEEE Trans. Image Process., 2023

Deep Active Learning for Multi-Label Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2023

Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification.
CoRR, 2023

Label Noise Robust Image Representation Learning Based on Supervised Variational Autoencoders in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Annotation Cost Efficient Active Learning for Content Based Image Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2022

Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022

Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022

Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning in Remote Sensing.
CoRR, 2022

A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Metric Learning-Based Semi-Supervised Regression with Alternate Learning.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Novel Self-Supervised Cross-Modal Image Retrieval Method in Remote Sensing.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2021

Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain.
IEEE Trans. Geosci. Remote. Sens., 2021

BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval.
CoRR, 2021

A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives.
CoRR, 2020

A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image Classification.
IEEE Access, 2020

A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019

An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks.
CoRR, 2019

A CNN-RNN Framework with a Novel Patch-Based Multi-Attention Mechanism for Multi-Label Image Classification in Remote Sensing.
CoRR, 2019

A Novel Multi-Attention Driven System for Multi-Label Remote Sensing Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Fine-grained object recognition and zero-shot learning in multispectral imagery.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018


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