Awesome Multimodal
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Beg\"um Demir — most-cited papers & profile · Multimodal
← authors
·
overview
Beg\"um Demir
15
papers ·
87
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing
2022 · 22 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
Top co-authors
Angelos Zavras
· 2
Dimitrios Michail
· 2
Ioannis Papoutsis
· 2
Cassio F. Dantas
· 1
Diego Marcos
· 1
Jonas Klotz
· 1
Kai Norman Clasen
· 1
Mahdyar Ravanbakhsh
· 1
Pallavi Jain
· 1
Tim Siebert
· 1
Xiao Xiang Zhu
· 1
Topics
Vision-Language Models
Benchmarks
Image-Text Retrieval
Video-Language
Visual QA & Reasoning