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Beg\"um Demir — most-cited papers & profile · AI Agents
← authors
·
overview
Beg\"um Demir
12
papers ·
71
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
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
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing
2022 · 9 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
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
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives
2020
Satellite Image Search in AgoraEO
2022
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
2024
Top co-authors
Behnood Rasti
· 1
Binger Chen
· 1
Tacettin Emre B\"ok
· 1
Volker Markl
· 1
Topics
cs.CV
Vision-Language Models
Benchmarks
Image-Text Retrieval
Video-Language
Federated Learning
Communication
Image Retrieval
Deep Hashing
ANN Search