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Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration

Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration

27 May 2025
Mehrdad Fazli
Bowen Wei
Ziwei Zhu
    VLM
ArXiv (abs)PDFHTML

Papers citing "Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration"

19 / 19 papers shown
Title
Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding
Wei Suo
Lijun Zhang
Mengyang Sun
Lin Yuanbo Wu
Peng Wang
Yize Zhang
MLLMVLM
108
3
0
01 Mar 2025
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate
  Hallucination in LVLMs
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs
Xiaofeng Zhang
Yihao Quan
Chaochen Gu
Chen Shen
Xiaosong Yuan
Shaotian Yan
Hao Cheng
Kaijie Wu
Jieping Ye
69
15
0
15 Nov 2024
Paying More Attention to Image: A Training-Free Method for Alleviating
  Hallucination in LVLMs
Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
Shiping Liu
Kecheng Zheng
Wei Chen
MLLM
114
53
0
31 Jul 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
VLMLRM
259
197
0
29 Apr 2024
Multi-Modal Hallucination Control by Visual Information Grounding
Multi-Modal Hallucination Control by Visual Information Grounding
Alessandro Favero
Luca Zancato
Matthew Trager
Siddharth Choudhary
Pramuditha Perera
Alessandro Achille
Ashwin Swaminathan
Stefano Soatto
MLLM
132
80
0
20 Mar 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic
  Visual-Linguistic Tasks
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
Zhe Chen
Jiannan Wu
Wenhai Wang
Weijie Su
Guo Chen
...
Bin Li
Ping Luo
Tong Lu
Yu Qiao
Jifeng Dai
VLMMLLM
285
1,216
0
21 Dec 2023
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models
  via Over-Trust Penalty and Retrospection-Allocation
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
Qidong Huang
Xiao-wen Dong
Pan Zhang
Bin Wang
Conghui He
Jiaqi Wang
Dahua Lin
Weiming Zhang
Neng H. Yu
MLLM
146
206
0
29 Nov 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
VLMMLLM
153
239
0
28 Nov 2023
AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination
  Evaluation
AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation
Junyang Wang
Yuhang Wang
Guohai Xu
Jing Zhang
Yukai Gu
...
Jiaqi Wang
Haiyang Xu
Ming Yan
Ji Zhang
Jitao Sang
MLLMVLM
98
122
0
13 Nov 2023
Qwen-VL: A Versatile Vision-Language Model for Understanding,
  Localization, Text Reading, and Beyond
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Jinze Bai
Shuai Bai
Shusheng Yang
Shijie Wang
Sinan Tan
Peng Wang
Junyang Lin
Chang Zhou
Jingren Zhou
MLLMVLMObjD
196
945
0
24 Aug 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Lianmin Zheng
Wei-Lin Chiang
Ying Sheng
Siyuan Zhuang
Zhanghao Wu
...
Dacheng Li
Eric Xing
Haotong Zhang
Joseph E. Gonzalez
Ion Stoica
ALMOSLMELM
595
4,456
0
09 Jun 2023
InstructBLIP: Towards General-purpose Vision-Language Models with
  Instruction Tuning
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
Wenliang Dai
Junnan Li
Dongxu Li
A. M. H. Tiong
Junqi Zhao
Weisheng Wang
Boyang Albert Li
Pascale Fung
Steven C. H. Hoi
MLLMVLM
247
2,102
0
11 May 2023
mPLUG-Owl: Modularization Empowers Large Language Models with
  Multimodality
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Qinghao Ye
Haiyang Xu
Guohai Xu
Jiabo Ye
Ming Yan
...
Junfeng Tian
Qiang Qi
Ji Zhang
Feiyan Huang
Jingren Zhou
VLMMLLM
311
956
0
27 Apr 2023
LLaMA: Open and Efficient Foundation Language Models
LLaMA: Open and Efficient Foundation Language Models
Hugo Touvron
Thibaut Lavril
Gautier Izacard
Xavier Martinet
Marie-Anne Lachaux
...
Faisal Azhar
Aurelien Rodriguez
Armand Joulin
Edouard Grave
Guillaume Lample
ALMPILM
1.7K
13,545
0
27 Feb 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at
  Scale
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
Yuxin Fang
Wen Wang
Binhui Xie
Quan-Sen Sun
Ledell Yu Wu
Xinggang Wang
Tiejun Huang
Xinlong Wang
Yue Cao
VLMCLIP
249
730
0
14 Nov 2022
Generic Attention-model Explainability for Interpreting Bi-Modal and
  Encoder-Decoder Transformers
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers
Hila Chefer
Shir Gur
Lior Wolf
ViT
103
326
0
29 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIPVLM
1.1K
30,092
0
26 Feb 2021
Object Hallucination in Image Captioning
Object Hallucination in Image Captioning
Anna Rohrbach
Lisa Anne Hendricks
Kaylee Burns
Trevor Darrell
Kate Saenko
236
445
0
06 Sep 2018
Microsoft COCO: Common Objects in Context
Microsoft COCO: Common Objects in Context
Nayeon Lee
Michael Maire
Serge J. Belongie
Lubomir Bourdev
Ross B. Girshick
James Hays
Pietro Perona
Deva Ramanan
C. L. Zitnick
Piotr Dollár
ObjD
490
43,994
0
01 May 2014
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