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2405.17821
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RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in LVLMs
28 May 2024
Sangmin Woo
Jaehyuk Jang
Donguk Kim
Yubin Choi
Changick Kim
Re-assign community
ArXiv (abs)
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Papers citing
"RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in LVLMs"
5 / 5 papers shown
MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding
Jingyuan Deng
Yujiu Yang
MLLM
199
1
0
03 Oct 2025
INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling
Xin Dong
S. Dong
Jin Wang
Jing Huang
Li Zhou
Zenghui Sun
Lihua Jing
Jingsong Lan
Xiaoyong Zhu
Bo Zheng
MLLM
290
5
0
07 Jul 2025
VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding
Yuan Liu
Yifei Gao
Jitao Sang
MLLM
548
12
0
24 Nov 2024
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
Computer Vision and Pattern Recognition (CVPR), 2024
Junzhe Chen
Tianshu Zhang
Shijie Huang
Yuwei Niu
Linfeng Zhang
Lijie Wen
Xuming Hu
MLLM
VLM
1.1K
17
0
22 Nov 2024
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
792
343
0
29 Apr 2024
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