human-object interaction detection 1multimodal large language models 1open-world reasoning 1training-free detection 1visual grounding 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Unleashing Multimodal Large Language Models for Training-free HOI Detection in the Wild
Ting Lei, Jialin Liu, Zhu Xu +2
The paper introduces AgentHOI, a training‑free framework that leverages multimodal large language models to detect human‑object interactions in open‑world settings by using iterati…
cs.AI2026
ToolVQA: A Dataset for Multi-step Reasoning VQA with External Tools
Shaofeng Yin, Ting Lei, Yang Liu
Integrating external tools into Large Foundation Models (LFMs) has emerged as a promising approach to enhance their problem-solving capabilities. While existing studies have demons…
cs.CV2025
Open-Vocabulary HOI Detection with Interaction-aware Prompt and Concept Calibration
Ting Lei, Shaofeng Yin, Qingchao Chen +2
Open Vocabulary Human-Object Interaction (HOI) detection aims to detect interactions between humans and objects while generalizing to novel interaction classes beyond the training…