3 papers
cs.CL2025
KVShare: An LLM Service System with Efficient and Effective Multi-Tenant KV Cache Reuse
Huan Yang, Renji Zhang, Mingzhe Huang +5
Recent advances in long-text understanding have pushed the context length of large language models (LLMs) up to one million tokens. It boosts LLMs's accuracy and reasoning capacity…
cs.CV2024
EdgeOAR: Real-time Online Action Recognition On Edge Devices
Wei Luo, Deyu Zhang, Ying Tang +2
This paper addresses the challenges of Online Action Recognition (OAR), a framework that involves instantaneous analysis and classification of behaviors in video streams. OAR must…
cs.CV2024
MultiCounter: Multiple Action Agnostic Repetition Counting in Untrimmed Videos
Yin Tang, Wei Luo, Jinrui Zhang +3
Multi-instance Repetitive Action Counting (MRAC) aims to estimate the number of repetitive actions performed by multiple instances in untrimmed videos, commonly found in human-cent…