"multimodal hallucination" Papers

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MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM

Bowen Dong, Minheng Ni, Zitong Huang et al.

NEURIPS 2025arXiv:2505.24238
5
citations

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

Chejian Xu, Jiawei Zhang, Zhaorun Chen et al.

ICLR 2025arXiv:2503.14827
11
citations

Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration

Hao Zhong, Muzhi Zhu, Zongze Du et al.

NEURIPS 2025oralarXiv:2505.20256
14
citations