Tag: Visual Attention

All the articles with the tag "Visual Attention".

• Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks

  Published: 8 May, 2025 |  at  10:21 AM

  

  88.19 🤔

  This paper proposes a task-oriented semantic communication framework for LMM-based vehicle AI, using LLaVA with Semantic Matching for efficient image slicing and Fusion Attention-based power allocation to prioritize critical data transmission, achieving significant accuracy improvements (up to 33.1% at low SNR) in traffic VQA tasks.