Vision-Language Models for Edge Networks: A Comprehensive Survey
Fuente:
arXiv
Saved in:
| Main Authors: | Sharshar, Ahmed, Khan, Latif U., Ullah, Waseem, Guizani, Mohsen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ChatENV: An Interactive Vision-Language Model for Sensor-Guided Environmental Monitoring and Scenario Simulation
by: Elgendy, Hosam, et al.
Published: (2025)
by: Elgendy, Hosam, et al.
Published: (2025)
UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model
by: Jankovic, Branislava, et al.
Published: (2025)
by: Jankovic, Branislava, et al.
Published: (2025)
PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal Fusion
by: Sharshar, Ahmed, et al.
Published: (2025)
by: Sharshar, Ahmed, et al.
Published: (2025)
Real-Time Aerial Fire Detection on Resource-Constrained Devices Using Knowledge Distillation
by: Jangirova, Sabina, et al.
Published: (2025)
by: Jangirova, Sabina, et al.
Published: (2025)
GeoLLaVA: Efficient Fine-Tuned Vision-Language Models for Temporal Change Detection in Remote Sensing
by: Elgendy, Hosam, et al.
Published: (2024)
by: Elgendy, Hosam, et al.
Published: (2024)
Not Only Grey Matter: OmniBrain for Robust Multimodal Classification of Alzheimer's Disease
by: Sharshar, Ahmed, et al.
Published: (2025)
by: Sharshar, Ahmed, et al.
Published: (2025)
Survey on Vision-Language-Action Models
by: Adilkhanov, Adilzhan, et al.
Published: (2025)
by: Adilkhanov, Adilzhan, et al.
Published: (2025)
Edge Deep Learning in Computer Vision and Medical Diagnostics: A Comprehensive Survey
by: Xu, Yiwen, et al.
Published: (2026)
by: Xu, Yiwen, et al.
Published: (2026)
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
by: Zhang, Yongting, et al.
Published: (2024)
by: Zhang, Yongting, et al.
Published: (2024)
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
by: Jia, Mengdi, et al.
Published: (2025)
by: Jia, Mengdi, et al.
Published: (2025)
VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
by: Zhou, Chenyu, et al.
Published: (2024)
by: Zhou, Chenyu, et al.
Published: (2024)
Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions
by: Ghosh, Akash, et al.
Published: (2024)
by: Ghosh, Akash, et al.
Published: (2024)
Vision Mamba: A Comprehensive Survey and Taxonomy
by: Liu, Xiao, et al.
Published: (2024)
by: Liu, Xiao, et al.
Published: (2024)
Mamba in Vision: A Comprehensive Survey of Techniques and Applications
by: Rahman, Md Maklachur, et al.
Published: (2024)
by: Rahman, Md Maklachur, et al.
Published: (2024)
YesBut: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models
by: Nandy, Abhilash, et al.
Published: (2024)
by: Nandy, Abhilash, et al.
Published: (2024)
MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs
by: Fu, Chaoyou, et al.
Published: (2024)
by: Fu, Chaoyou, et al.
Published: (2024)
Robust Pre-Training of Medical Vision-and-Language Models with Domain-Invariant Multi-Modal Masked Reconstruction
by: Filvantorkaman, Melika, et al.
Published: (2026)
by: Filvantorkaman, Melika, et al.
Published: (2026)
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing
by: Ashqar, Huthaifa I., et al.
Published: (2024)
by: Ashqar, Huthaifa I., et al.
Published: (2024)
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
by: Yang, Rui, et al.
Published: (2025)
by: Yang, Rui, et al.
Published: (2025)
Vision Token Reduction via Attention-Driven Self-Compression for Efficient Multimodal Large Language Models
by: Deniz, Omer Faruk, et al.
Published: (2026)
by: Deniz, Omer Faruk, et al.
Published: (2026)
The Role of Language Models in Modern Healthcare: A Comprehensive Review
by: Khalid, Amna, et al.
Published: (2024)
by: Khalid, Amna, et al.
Published: (2024)
A Survey on Agentic Multimodal Large Language Models
by: Yao, Huanjin, et al.
Published: (2025)
by: Yao, Huanjin, et al.
Published: (2025)
A Survey on Benchmarks of Multimodal Large Language Models
by: Li, Jian, et al.
Published: (2024)
by: Li, Jian, et al.
Published: (2024)
A Survey on Evaluation of Multimodal Large Language Models
by: Huang, Jiaxing, et al.
Published: (2024)
by: Huang, Jiaxing, et al.
Published: (2024)
Small Vision-Language Models: A Survey on Compact Architectures and Techniques
by: Patnaik, Nitesh, et al.
Published: (2025)
by: Patnaik, Nitesh, et al.
Published: (2025)
SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalities
by: Ashraf, Yasser, et al.
Published: (2025)
by: Ashraf, Yasser, et al.
Published: (2025)
Revisiting the Role of Language Priors in Vision-Language Models
by: Lin, Zhiqiu, et al.
Published: (2023)
by: Lin, Zhiqiu, et al.
Published: (2023)
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
by: Hu, Wenbo, et al.
Published: (2024)
by: Hu, Wenbo, et al.
Published: (2024)
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
by: Lu, Yujie, et al.
Published: (2024)
by: Lu, Yujie, et al.
Published: (2024)
EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training
by: Du, Yiyang, et al.
Published: (2026)
by: Du, Yiyang, et al.
Published: (2026)
Chitrarth: Bridging Vision and Language for a Billion People
by: Khan, Shaharukh, et al.
Published: (2025)
by: Khan, Shaharukh, et al.
Published: (2025)
Multi-Object Hallucination in Vision-Language Models
by: Chen, Xuweiyi, et al.
Published: (2024)
by: Chen, Xuweiyi, et al.
Published: (2024)
Benchmarking Vision Language Models for Cultural Understanding
by: Nayak, Shravan, et al.
Published: (2024)
by: Nayak, Shravan, et al.
Published: (2024)
VLind-Bench: Measuring Language Priors in Large Vision-Language Models
by: Lee, Kang-il, et al.
Published: (2024)
by: Lee, Kang-il, et al.
Published: (2024)
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark
by: Huang, Han, et al.
Published: (2024)
by: Huang, Han, et al.
Published: (2024)
VTCBench: Can Vision-Language Models Understand Long Context with Vision-Text Compression?
by: Zhao, Hongbo, et al.
Published: (2025)
by: Zhao, Hongbo, et al.
Published: (2025)
A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling
by: Buettner, Kyle, et al.
Published: (2025)
by: Buettner, Kyle, et al.
Published: (2025)
Can Vision Language Models Understand Mimed Actions?
by: Cho, Hyundong, et al.
Published: (2025)
by: Cho, Hyundong, et al.
Published: (2025)
Are Large Vision Language Models Good Game Players?
by: Wang, Xinyu, et al.
Published: (2025)
by: Wang, Xinyu, et al.
Published: (2025)
Probing and Inducing Combinational Creativity in Vision-Language Models
by: Peng, Yongqian, et al.
Published: (2025)
by: Peng, Yongqian, et al.
Published: (2025)
Similar Items
-
ChatENV: An Interactive Vision-Language Model for Sensor-Guided Environmental Monitoring and Scenario Simulation
by: Elgendy, Hosam, et al.
Published: (2025) -
UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model
by: Jankovic, Branislava, et al.
Published: (2025) -
PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal Fusion
by: Sharshar, Ahmed, et al.
Published: (2025) -
Real-Time Aerial Fire Detection on Resource-Constrained Devices Using Knowledge Distillation
by: Jangirova, Sabina, et al.
Published: (2025) -
GeoLLaVA: Efficient Fine-Tuned Vision-Language Models for Temporal Change Detection in Remote Sensing
by: Elgendy, Hosam, et al.
Published: (2024)