• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 45 matches

• 2024
• 
  Genc Hoxha, Gencer Sumbul, Julia Henkel, Lars Möllenbrok, Begüm Demir:
  Annotation Cost-Efficient Active Learning for Deep Metric Learning-Driven Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024)
• 
  Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, Begüm Demir:
  Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing. CoRR abs/2401.07782 (2024)
• 
  Genc Hoxha, Gencer Sumbul, Julia Henkel, Lars Möllenbrok, Begüm Demir:
  Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval. CoRR abs/2406.10107 (2024)
• 
  Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl:
  reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis. CoRR abs/2407.03653 (2024)
• 2023
• 
  Gencer Sümbül:
  Deep image representation learning for knowledge discovery from earth observation data archives. Technical University of Berlin, Germany, 2023
• 
  Lars Möllenbrok, Gencer Sumbul, Begüm Demir:
  Deep Active Learning for Multi-Label Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
• 
  Gencer Sumbul, Begüm Demir:
  Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning. IEEE Trans. Image Process. 32: 4529-4542 (2023)
• 
  Baris Büyüktas, Gencer Sumbul, Begüm Demir:
  Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning. IGARSS 2023: 4966-4969
• 
  Julia Henkel, Genc Hoxha, Gencer Sumbul, Lars Möllenbrok, Begüm Demir:
  Annotation Cost Efficient Active Learning for Content Based Image Retrieval. IGARSS 2023: 4994-4997
• 
  Gencer Sumbul, Begüm Demir:
  Label Noise Robust Image Representation Learning Based on Supervised Variational Autoencoders in Remote Sensing. IGARSS 2023: 646-649
• 
  Baris Büyüktas, Gencer Sumbul, Begüm Demir:
  Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning. CoRR abs/2306.00792 (2023)
• 
  Gencer Sumbul, Begüm Demir:
  Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing. CoRR abs/2306.08575 (2023)
• 
  Julia Henkel, Genc Hoxha, Gencer Sumbul, Lars Möllenbrok, Begüm Demir:
  Annotation Cost Efficient Active Learning for Content Based Image Retrieval. CoRR abs/2306.11605 (2023)
• 
  Baris Büyüktas, Gencer Sumbul, Begüm Demir:
  Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification. CoRR abs/2311.06141 (2023)
• 2022
• 
  Gencer Sumbul, Begüm Demir:
  Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
• 
  Gencer Sumbul, Mahdyar Ravanbakhsh, Begüm Demir:
  Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022)
• 
  Gencer Sumbul, Jun Xiang, Begüm Demir:
  Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
• 
  Gencer Sumbul, Markus Müller, Begüm Demir:
  A Novel Self-Supervised Cross-Modal Image Retrieval Method in Remote Sensing. ICIP 2022: 2426-2430
• 
  Adina Zell, Gencer Sumbul, Begüm Demir:
  Deep Metric Learning-Based Semi-Supervised Regression with Alternate Learning. ICIP 2022: 2411-2415
• 
  Gencer Sumbul, Jun Xiang, Nimisha Thekke Madam, Begüm Demir:
  A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval. IGARSS 2022: 251-254
• 
  Jun Xiang, Gencer Sumbul, Nimisha Thekke Madam, Begüm Demir:
  A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval. CoRR abs/2201.06459 (2022)
• 
  Adina Zell, Gencer Sumbul, Begüm Demir:
  Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning. CoRR abs/2202.11388 (2022)
• 
  Gencer Sumbul, Markus Müller, Begüm Demir:
  A Novel Self-Supervised Cross-Modal Image Retrieval Method In Remote Sensing. CoRR abs/2202.11429 (2022)
• 
  Gencer Sumbul, Begüm Demir:
  Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning in Remote Sensing. CoRR abs/2212.01261 (2022)
• 2021
• 
  Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone:
  Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain. IEEE Trans. Geosci. Remote. Sens. 59(4): 3458-3472 (2021)
• 
  Gencer Sumbul, Sonali Nayak, Begüm Demir:
  SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 59(8): 6922-6934 (2021)
• 
  Gencer Sumbul, Begüm Demir:
  A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval. IGARSS 2021: 266-269
• 
  Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir, Volker Markl:
  BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval. CoRR abs/2105.07921 (2021)
• 
  Gencer Sumbul, Begüm Demir:
  A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval. CoRR abs/2106.00506 (2021)
• 2020
• 
  Gencer Sumbul, Begüm Demir:
  A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image Classification. IEEE Access 8: 95934-95946 (2020)

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