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Alleviating Hallucination in Large Vision-Language Models with Active
  Retrieval Augmentation

Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation

1 August 2024
Cephas Mpungu
Qiyuan Chen
Wei Wei
Jiashuo Sun
G. Mapp
    VLM
    RALM
    LRM
ArXivPDFHTML

Papers citing "Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation"

10 / 10 papers shown
Title
A Multimodal Multi-Agent Framework for Radiology Report Generation
A Multimodal Multi-Agent Framework for Radiology Report Generation
Ziruo Yi
Ting Xiao
Mark V. Albert
MedIm
26
0
0
14 May 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
Mingyang Song
Xiaoye Qu
Jiawei Zhou
Yu-Xi Cheng
VLM
62
1
0
17 Mar 2025
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
Xin Zou
Yizhou Wang
Yibo Yan
Yuanhuiyi Lyu
Kening Zheng
...
Junkai Chen
Peijie Jiang
Jiaheng Liu
Chang Tang
Xuming Hu
86
7
0
04 Oct 2024
Timo: Towards Better Temporal Reasoning for Language Models
Timo: Towards Better Temporal Reasoning for Language Models
Zhaochen Su
Jun Zhang
Tong Zhu
Xiaoye Qu
Juntao Li
Min Zhang
Yu Cheng
LRM
47
17
0
20 Jun 2024
Hallucination of Multimodal Large Language Models: A Survey
Hallucination of Multimodal Large Language Models: A Survey
Zechen Bai
Pichao Wang
Tianjun Xiao
Tong He
Zongbo Han
Zheng Zhang
Mike Zheng Shou
VLM
LRM
95
139
0
29 Apr 2024
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from
  Fine-grained Correctional Human Feedback
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
M. Steyvers
Yuan Yao
Haoye Zhang
Taiwen He
Yifeng Han
...
Xinyue Hu
Zhiyuan Liu
Hai-Tao Zheng
Maosong Sun
Tat-Seng Chua
MLLM
VLM
141
177
0
01 Dec 2023
Mitigating Object Hallucinations in Large Vision-Language Models through
  Visual Contrastive Decoding
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
Sicong Leng
Hang Zhang
Guanzheng Chen
Xin Li
Shijian Lu
Chunyan Miao
Li Bing
VLM
MLLM
95
198
0
28 Nov 2023
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with
  Modality Collaboration
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
Qinghao Ye
Haiyang Xu
Jiabo Ye
Mingshi Yan
Anwen Hu
Haowei Liu
Qi Qian
Ji Zhang
Fei Huang
Jingren Zhou
MLLM
VLM
126
375
0
07 Nov 2023
Re-Imagen: Retrieval-Augmented Text-to-Image Generator
Re-Imagen: Retrieval-Augmented Text-to-Image Generator
Wenhu Chen
Hexiang Hu
Chitwan Saharia
William W. Cohen
VLM
125
161
0
29 Sep 2022
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language,
  Vision, and Action
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action
Dhruv Shah
B. Osinski
Brian Ichter
Sergey Levine
LM&Ro
158
436
0
10 Jul 2022
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