Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance

Linxi Zhao; Yihe Deng; Weitong ZHANG; Quanquan Gu

2025 ICML ICML 2025

Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance

Abstract

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Authors

Linxi Zhao, Yihe Deng, Weitong ZHANG, Quanquan Gu

Topics

Machine Learning > Core Methods > Representation Learning Artificial Intelligence > Core AI > Large Language Models Deep Learning > Learning Types > Multimodal Learning

Keywords

object-level information hallucinations lvlms gpt-4v image-grounded guidance open-source vision models

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