| 2025 | CVPR | MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps. | Valentin Gabeff, Haozhe Qi, Brendan Flaherty, Gencer Sumbul, Alexander Mathis, Devis Tuia |
| 2025 | ICCV | SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images. | Gencer Sumbul, Chang Xu, Emanuele Dalsasso, Devis Tuia |
| 2024 | ECCV | MaskSDM: Adaptive Species Distribution Modeling Through Data Masking. | Robin Zbinden, Nina Van Tiel, Gencer Sumbul, Benjamin Kellenberger, Devis Tuia |
| 2023 | IGARSS | Label Noise Robust Image Representation Learning Based on Supervised Variational Autoencoders in Remote Sensing. | Gencer Sumbul, Begm Demir |
| 2023 | IGARSS | Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning. | Baris Byktas, Gencer Sumbul, Begm Demir |
| 2023 | IGARSS | Annotation Cost Efficient Active Learning for Content Based Image Retrieval. | Julia Henkel, Genc Hoxha, Gencer Sumbul, Lars Mllenbrok, Begm Demir |
| 2022 | ICIP | A Novel Self-Supervised Cross-Modal Image Retrieval Method in Remote Sensing. | Gencer Sumbul, Markus Mller, Begm Demir |
| 2022 | ICIP | Deep Metric Learning-Based Semi-Supervised Regression with Alternate Learning. | Adina Zell, Gencer Sumbul, Begm Demir |
| 2022 | IGARSS | A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval. | Gencer Sumbul, Jun Xiang, Thekke Madam Nimisha, Begm Demir |
| 2021 | IGARSS | A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval. | Gencer Sumbul, Begm Demir |
| 2020 | IGARSS | A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification. | Hichame Yessou, Gencer Sumbul, Begm Demir |
| 2019 | IGARSS | Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding. | Gencer Sumbul, Marcela Charfuelan, Begm Demir, Volker Markl |
| 2019 | IGARSS | A Novel Multi-Attention Driven System for Multi-Label Remote Sensing Image Classification. | Gencer Sumbul, Begm Demir |