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G

Gencer Sumbül

École Polytechnique Fédérale de Lausanne

12H指数
73论文数
1.0K被引数
收录论文 16
发表时间
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Earth Action in Transition: Highlights From the 2025 ESA–NASA International Workshop on AI Foundation Models for EO [Space-Agencies]转型中的地球行动：2025年ESA–NASA国际研讨会关于AI基础模型用于EO [航天机构]的亮点
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-12-17
err0
errOAAI
errNicolas Longépé; Hamed Alemohammad; Anca Anghelea; Thomas Brunschwiler; Gustau Camps-Valls; Gabriele Cavallaro; Jocelyn Chanussot; Jose Manuel Delgado; Begüm Demir; Nikolaos Dionelis; Paolo Fraccaro; Anna Jungbluth; Robert E. Kennedy; Valerio Marsocci; Muthukumaran Ramasubramanian; Raul Ramos-Pollan; Sujit Roy; Gencer Sümbül; Devis Tuia; Xiao Xiang Zhu; Rahul Ramachandran
err分享
err收藏
MaskSDM with Shapley values to improve flexibility, robustness and explainability in species distribution modellingMaskSDM结合Shapley值以提高物种分布建模中的灵活性、鲁棒性和可解释性
errMethods in Ecology and Evolution
IF6.2
err2025-11-26
err0
errOAAI
errRobin Zbinden; Nina van Tiel; Gencer Sumbul; Chiara Vanalli; Benjamin Kellenberger; Devis Tuia
err分享
err收藏
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errHackstein, Jakob; Sumbul, Gencer; Clasen, Kai Norman; Demir, Begum
err分享
err收藏
A Multimodal Federated Learning Framework for Remote Sensing Image Classification一种用于遥感图像分类的多模态联邦学习框架
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
errOAAI
errBarış Büyüktaş; Gencer Sumbul; Begüm Demir
err分享
err收藏
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2024-09-01
err0
errOAAI
errBuyuktas, Baris; Sumbul, Gencer; Demir, Begum
err分享
err收藏
Annotation Cost-Efficient Active Learning for Deep Metric Learning-Driven Remote Sensing Image Retrieval
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err0
errOAAI
errHoxha, Genc; Sumbul, Gencer; Henkel, Julia; Moellenbrok, Lars; Demir, Beguem
err分享
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Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning生成推理集成标签噪声鲁棒深度图像表示学习
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2023-01-01
err2
errOAAI
errSumbul, Gencer; Demir, Begum
err分享
err收藏
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err24
errOAAI
errSumbul, Gencer; Ravanbakhsh, Mahdyar; Demir, Beguem
err分享
err收藏
Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err4
errOAAI
errSumbul, Gencer; Xiang, Jun; Demir, Beguem
err分享
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Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err9
errOAAI
errSumbul, Gencer; Demir, Beguem
err分享
err收藏
BigEarthNet-MM A large-scale, multimodal, multilabel benchmark archive for remote sensing image classification and retrieval
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2021-09-01
err95
errOAAI
errSumbul, Gencer; de Wall, Arne; Kreuziger, Tristan; Marcelino, Filipe; Costa, Hugo; Benevides, Pedro; Caetano, Mario; Demir, Begum; Markl, Volker
err分享
err收藏
SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2021-08-01
err64
errOAAI
errSumbul, Gencer; Nayak, Sonali; Demir, Begum
err分享
err收藏
Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2021-04-01
err14
errOAAI
errByju, Akshara Preethy; Sumbul, Gencer; Demir, Beguem; Bruzzone, Lorenzo
err分享
err收藏
A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image Classification
errIEEE ACCESS
IF3.6
err2020-01-01
err41
errOAAI
errSumbul, Gencer; Demir, Begum
err分享
err收藏
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-07-01
err41
errOAAI
errSumbul, Gencer; Cinbis, Ramazan Gokberk; Aksoy, Selim
err分享
err收藏
Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery遥感影像中的细粒度目标识别和零拍学习
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2018-02-01
err73
errOAAI
errSumbul, Gencer; Cinbis, Ramazan Gokberk; Aksoy, Selim
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Jocelyn Chanussot
H 指数: 105 · 论文数: 894
L
Lorenzo Bruzzone
H 指数: 100 · 论文数: 1.0K
G
Gustau Camps‐Valls
H 指数: 89 · 论文数: 729
D
Devis Tuia
H 指数: 63 · 论文数: 467
R
Robert E. Kennedy
H 指数: 60 · 论文数: 263
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