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Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
v1v2v3 (latest)

Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs

26 May 2025
Hao Fang
Changle Zhou
Jiawei Kong
Kuofeng Gao
Bin Chen
Tao Liang
    MLLM
ArXiv (abs)PDFHTML

Papers citing "Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs"

4 / 4 papers shown
HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
Jun Li
Jinpeng Wang
Chaolei Tan
Niu Lian
Long Chen
Yaowei Wang
Min Zhang
Shu-Tao Xia
Bin Chen
260
4
0
23 Jul 2025
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
Hao Fang
Jiawei Kong
Tianqu Zhuang
Yixiang Qiu
Kuofeng Gao
Bin Chen
Shu-Tao Xia
Yaowei Wang
Min Zhang
493
9
0
21 May 2025
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
MLLM can see? Dynamic Correction Decoding for Hallucination MitigationInternational Conference on Learning Representations (ICLR), 2024
Chenxi Wang
Xiang Chen
Ningyu Zhang
Bozhong Tian
Haoming Xu
Shumin Deng
Ningyu Zhang
MLLMLRM
801
49
0
15 Oct 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2024
Fushuo Huo
Wenchao Xu
Zhong Zhang
Yining Qi
Zhicheng Chen
Peilin Zhao
VLMMLLM
580
59
0
04 Aug 2024
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