3 papers
cs.CV2025
StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification
Yichen He, Yuan Lin, Jianchao Wu +3
Existing large vision-language models (LVLMs) are largely limited to processing short, seconds-long videos and struggle with generating coherent descriptions for extended video spa…
cs.LG2024
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
Peiyuan Feng, Yichen He, Guanhua Huang +4
We introduce a novel reinforcement learning framework of LLM agents named AGILE (AGent that Interacts and Learns from Environments) designed to perform complex conversational tasks…
cs.CV2024
AutoEval-Video: An Automatic Benchmark for Assessing Large Vision Language Models in Open-Ended Video Question Answering
Xiuyuan Chen, Yuan Lin, Yuchen Zhang +1
We propose a novel and challenging benchmark, AutoEval-Video, to comprehensively evaluate large vision-language models in open-ended video question answering. The comprehensiveness…