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Beg\"um Demir — most-cited papers & profile · Generative Models
← authors
·
overview
Beg\"um Demir
22
papers ·
180
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing
2022 · 71 citations
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing
2022 · 22 citations
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing
2022 · 22 citations
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing
2022 · 21 citations
A Novel Self-Supervised Cross-Modal Image Retrieval Method In Remote Sensing
2022 · 14 citations
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods
2022 · 10 citations
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing
2022 · 9 citations
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
2025 · 5 citations
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification
2025 · 4 citations
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
2024 · 1 citations
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
2024 · 1 citations
Evaluating the Interpretability of Sparse Autoencoders with Concept Annotations
2026
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
2025
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives
2020
Top co-authors
Angelos Zavras
· 1
Bar{\i}\c{s} B\"uy\"ukta\c{s
· 1
Ioannis Papoutsis
· 1
Mathis Adler
· 1
Simon L\"osche
· 1
Topics
Image Retrieval
Deep Hashing
Vision-Language Models
Unsupervised Hashing
Cross-Modal Hashing
Supervised Hashing
Benchmarks
Image-Text Retrieval
Video-Language
ANN Search