Gencer Sumbul - RankMe

52 papers A* 1B 2C 8Journal 39Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Spatial Context Improves the Integration of Text with Remote Sensing for Mapping Environmental Variables. CoRR Valérie Zermatten, Chiara Vanalli, Gencer Sumbul, Diego Marcos, Devis Tuia
2025	J	`jnl`	A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification. CoRR Baris Büyüktas, Gencer Sumbul, Begüm Demir
2025	J	`jnl`	Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, Begüm Demir
2025	A*	`conf`	MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps. CVPR Valentin Gabeff, Haozhe Qi, Brendan Flaherty, Gencer Sumbul, Alexander Mathis, Devis Tuia
2025	J	`jnl`	MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling. CoRR Robin Zbinden, Nina Van Tiel, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
2025	J	`jnl`	Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing. CoRR Mathis Jürgen Adler, Leonard W. Hackel, Gencer Sumbul, Begüm Demir
2025	J	`jnl`	SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images. CoRR Gencer Sumbul, Chang Xu, Emanuele Dalsasso, Devis Tuia
2024	J	`jnl`	Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval. CoRR Genc Hoxha, Gencer Sumbul, Julia Henkel, Lars Möllenbrok, Begüm Demir
2024	J	`jnl`	Annotation Cost-Efficient Active Learning for Deep Metric Learning-Driven Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Genc Hoxha, Gencer Sumbul, Julia Henkel, Lars Möllenbrok, Begüm Demir
2024	J	`jnl`	Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing. CoRR Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, Begüm Demir
2024	—	`conf`	MaskSDM: Adaptive Species Distribution Modeling Through Data Masking. ECCV Workshops (2) Robin Zbinden, Nina Van Tiel, Gencer Sumbul, Benjamin Kellenberger, Devis Tuia
2024	J	`jnl`	reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis. CoRR Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl
2023	C	`conf`	Annotation Cost Efficient Active Learning for Content Based Image Retrieval. IGARSS Julia Henkel, Genc Hoxha, Gencer Sumbul, Lars Möllenbrok, Begüm Demir
2023	J	`jnl`	Annotation Cost Efficient Active Learning for Content Based Image Retrieval. CoRR Julia Henkel, Genc Hoxha, Gencer Sumbul, Lars Möllenbrok, Begüm Demir
2023	J	`jnl`	Deep Active Learning for Multi-Label Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Lars Möllenbrok, Gencer Sumbul, Begüm Demir
2023	J	`jnl`	Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification. CoRR Baris Büyüktas, Gencer Sumbul, Begüm Demir
2023	J	`jnl`	Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning. IEEE Trans. Image Process. Gencer Sumbul, Begüm Demir
2023	C	`conf`	Label Noise Robust Image Representation Learning Based on Supervised Variational Autoencoders in Remote Sensing. IGARSS Gencer Sumbul, Begüm Demir
2023	J	`jnl`	Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing. CoRR Gencer Sumbul, Begüm Demir
2023	C	`conf`	Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning. IGARSS Baris Büyüktas, Gencer Sumbul, Begüm Demir
2023	J	`jnl`	Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning. CoRR Baris Büyüktas, Gencer Sumbul, Begüm Demir
2022	C	`conf`	A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval. IGARSS Gencer Sumbul, Jun Xiang, Thekke Madam Nimisha, Begüm Demir
2022	J	`jnl`	A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval. CoRR Jun Xiang, Gencer Sumbul, Thekke Madam Nimisha, Begüm Demir
2022	J	`jnl`	A Novel Self-Supervised Cross-Modal Image Retrieval Method In Remote Sensing. CoRR Gencer Sumbul, Markus Müller, Begüm Demir
2022	B	`conf`	A Novel Self-Supervised Cross-Modal Image Retrieval Method in Remote Sensing. ICIP Gencer Sumbul, Markus Müller, Begüm Demir
2022	J	`jnl`	Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning. CoRR Adina Zell, Gencer Sumbul, Begüm Demir
2022	B	`conf`	Deep Metric Learning-Based Semi-Supervised Regression with Alternate Learning. ICIP Adina Zell, Gencer Sumbul, Begüm Demir
2022	J	`jnl`	Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning in Remote Sensing. CoRR Gencer Sumbul, Begüm Demir
2022	J	`jnl`	Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Gencer Sumbul, Mahdyar Ravanbakhsh, Begüm Demir
2022	J	`jnl`	Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Gencer Sumbul, Begüm Demir
2022	J	`jnl`	Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Gencer Sumbul, Jun Xiang, Begüm Demir
2021	C	`conf`	A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval. IGARSS Gencer Sumbul, Begüm Demir
2021	J	`jnl`	A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval. CoRR Gencer Sumbul, Begüm Demir
2021	J	`jnl`	BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval. CoRR Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir, Volker Markl
2021	J	`jnl`	Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain. IEEE Trans. Geosci. Remote. Sens. Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone
2021	J	`jnl`	SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. Gencer Sumbul, Sonali Nayak, Begüm Demir
2020	C	`conf`	A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification. IGARSS Hichame Yessou, Gencer Sumbul, Begüm Demir
2020	J	`jnl`	A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification. CoRR Hichame Yessou, Gencer Sumbul, Begüm Demir
2020	J	`jnl`	A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image Classification. IEEE Access Gencer Sumbul, Begüm Demir
2020	J	`jnl`	Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives. CoRR Gencer Sumbul, Jian Kang, Begüm Demir
2020	J	`jnl`	Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain. CoRR Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone
2020	J	`jnl`	SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning. CoRR Gencer Sumbul, Sonali Nayak, Begüm Demir
2019	J	`jnl`	A CNN-RNN Framework with a Novel Patch-Based Multi-Attention Mechanism for Multi-Label Image Classification in Remote Sensing. CoRR Gencer Sumbul, Begüm Demir
2019	C	`conf`	A Novel Multi-Attention Driven System for Multi-Label Remote Sensing Image Classification. IGARSS Gencer Sumbul, Begüm Demir
2019	J	`jnl`	An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks. CoRR Kexin Zhang, Gencer Sumbul, Begüm Demir
2019	J	`jnl`	BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding. CoRR Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl
2019	C	`conf`	Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding. IGARSS Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl
2019	J	`jnl`	Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery. CoRR Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
2019	J	`jnl`	Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
2018	J	`jnl`	Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
2018	—	`conf`	Fine-grained object recognition and zero-shot learning in multispectral imagery. SIU Gencer Sumbul, Selim Aksoy, Ramazan Gokberk Cinbis
2017	J	`jnl`	Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery. CoRR Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy