AAAI 2026technical0 citations
Look Closer! An Adversarial Parametric Editing Framework for Hallucination Mitigation in VLMs
Jiayu Hu, Beibei Li, Jiangwei Xia, Yanjun Qin, Bing Ji, Zhongshi He
Abstract
While Vision-Language Models (VLMs) have garnered increasing attention in the AI community due to their promising practical applications, they exhibit persistent hallucination issues, generating outputs misaligned with visual inputs. Recent studies attribute these hallucinations to VLMs
BibTeX
@inproceedings{aaai2026_lookcloseranadve,
title = {Look Closer! An Adversarial Parametric Editing Framework for Hallucination Mitigation in VLMs},
author = {Jiayu Hu and Beibei Li and Jiangwei Xia and Yanjun Qin and Bing Ji and Zhongshi He},
booktitle = {AAAI 2026},
year = {2026}
}