Methods comparison for neural network-based structural damage recognition and classification

C Che, J Tian - Advances in Operation Research and Production …, 2024 - ewadirect.com
Abstract Machine learning has brought significant advancements to the field of structural
health monitoring, providing flexible and efficient solutions for detecting both local and …

Prefixkv: Adaptive prefix kv cache is what vision instruction-following models need for efficient generation

A Wang, H Chen, J Tan, K Zhang, X Cai, Z Lin… - arxiv preprint arxiv …, 2024 - arxiv.org
Recently, large vision-language models (LVLMs) have rapidly gained popularity for their
strong generation and reasoning capabilities given diverse multimodal inputs. However …

VLM-RL: A Unified Vision Language Models and Reinforcement Learning Framework for Safe Autonomous Driving

Z Huang, Z Sheng, Y Qu, J You, S Chen - arxiv preprint arxiv:2412.15544, 2024 - arxiv.org
In recent years, reinforcement learning (RL)-based methods for learning driving policies
have gained increasing attention in the autonomous driving community and have achieved …

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence

J He, K Zhu, H Guo, J Fang, Z Hua, Y Jia… - arxiv preprint arxiv …, 2024 - arxiv.org
Large vision-language models (LVLMs) have made substantial progress in integrating large
language models (LLMs) with visual inputs, enabling advanced multimodal reasoning …

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions

GO Boateng, H Sami, A Alagha, H Elmekki… - arxiv preprint arxiv …, 2024 - arxiv.org
The rapid evolution of communication networks in recent decades has intensified the need
for advanced Network and Service Management (NSM) strategies to address the growing …

A Digital Twin Framework for Physical-Virtual Integration in V2X-Enabled Connected Vehicle Corridors

K Wu, P Li, Y Cheng, ST Parker, B Ran… - arxiv preprint arxiv …, 2024 - arxiv.org
Transportation Cyber-Physical Systems (T-CPS) are critical in improving traffic safety,
reliability, and sustainability by integrating computing, communication, and control in …

Real-World Data Inspired Interactive Connected Traffic Scenario Generation

J You, P Li, Y Cheng, K Wu, R Gan, ST Parker… - arxiv preprint arxiv …, 2024 - arxiv.org
Simulation is a crucial step in ensuring accurate, efficient, and realistic Connected and
Autonomous Vehicles (CAVs) testing and validation. As the adoption of CAV accelerates …