Object Hallucination in Image Captioning

6 September 2018

Papers citing "Object Hallucination in Image Captioning"

50 / 73 papers shown

Title
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations for Synthetic Videos Zongxia Li Xiyang Wu Yubin Qin Guangyao Shi Hongyang Du Dinesh Manocha Tianyi Zhou Jordan Boyd-Graber MLLM 41 0 0 02 May 2025
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models Sangmin Woo Kang Zhou Yun Zhou Shuai Wang Sheng Guan Haibo Ding Lin Lee Cheong VPVLM 81 0 0 30 Apr 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception Yuanchen Wu Lu Zhang Hang Yao Junlong Du Ke Yan Shouhong Ding Yunsheng Wu X. Li MLLM 71 0 0 29 Apr 2025
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Yuanchang Ye Weiyan Wen VLM 56 0 0 24 Apr 2025
AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization Jinda Lu Jinghan Li Yuan Gao Junkang Wu Jiancan Wu X. Wang Xiangnan He 43 0 0 22 Apr 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Y. Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang T. Tan 79 2 0 18 Mar 2025
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention Jinhao Duan Fei Kong Hao-Ran Cheng James Diffenderfer B. Kailkhura Lichao Sun Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 68 0 0 13 Mar 2025
Attention Hijackers: Detect and Disentangle Attention Hijacking in LVLMs for Hallucination Mitigation Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song H. Shen 63 1 0 11 Mar 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination Li Li Jiashu Qu Yuxiao Zhou Yuehan Qin Tiankai Yang Yue Zhao 78 1 0 08 Mar 2025
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding Kyungmin Min Minbeom Kim Kang-il Lee Dongryeol Lee Kyomin Jung MLLM 73 3 0 20 Feb 2025
AI for Scaling Legal Reform: Mapping and Redacting Racial Covenants in Santa Clara County Faiz Surani Mirac Suzgun Vyoma Raman Christopher D. Manning Peter Henderson Daniel E. Ho 41 0 0 12 Feb 2025
Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection Le Yang Ziwei Zheng Boxu Chen Zhengyu Zhao Chenhao Lin Chao Shen VLM 135 3 0 18 Dec 2024
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens Zhangqi Jiang Junkai Chen Beier Zhu Tingjin Luo Yankun Shen Xu Yang 95 4 0 23 Nov 2024
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 55 46 1 15 Nov 2024
Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions Moran Yanuka Assaf Ben-Kish Yonatan Bitton Idan Szpektor Raja Giryes VLM 45 2 0 13 Nov 2024
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment Chenhang Cui An Zhang Yiyang Zhou Zhaorun Chen Gelei Deng Huaxiu Yao Tat-Seng Chua 60 4 0 18 Oct 2024
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation Chenxi Wang Xiang Chen N. Zhang Bozhong Tian Haoming Xu Shumin Deng H. Chen MLLM LRM 29 4 0 15 Oct 2024
TLDR: Token-Level Detective Reward Model for Large Vision Language Models Deqing Fu Tong Xiao Rui Wang Wang Zhu Pengchuan Zhang Guan Pang Robin Jia Lawrence Chen 58 5 0 07 Oct 2024
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 J. Liu Chang Tang Xuming Hu 78 7 0 04 Oct 2024
Question-Answering Dense Video Events Hangyu Qin Junbin Xiao Angela Yao VLM 71 1 0 06 Sep 2024
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning Manu Gaur Darshan Singh Makarand Tapaswi 59 1 0 04 Sep 2024
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data Chenglong Wang Yang Gan Yifu Huo Yongyu Mu Murun Yang ... Chunliang Zhang Tongran Liu Quan Du Di Yang Jingbo Zhu VLM 61 4 0 22 Aug 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Haozhao Wang Zhicheng Chen Peilin Zhao VLM MLLM 61 18 0 04 Aug 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering Danfeng Guo Sumitaka Honji LRM 59 0 0 31 Jul 2024
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning Zhecan Wang Garrett Bingham Adams Wei Yu Quoc V. Le Thang Luong Golnaz Ghiasi MLLM LRM 35 9 0 22 Jul 2024
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination Jianing Yang Xuweiyi Chen Nikhil Madaan Madhavan Iyengar Shengyi Qian David Fouhey Joyce Chai 3DV 68 11 0 07 Jun 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 27 4 0 29 May 2024
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification Laura Fieback Jakob Spiegelberg Hanno Gottschalk MLLM 54 5 0 29 May 2024
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song Hengtao Shen MLLM 49 10 0 24 May 2024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement Xiyao Wang Jiuhai Chen Zhaoyang Wang Yuhang Zhou Yiyang Zhou ... Tianyi Zhou Tom Goldstein Parminder Bhatia Furong Huang Cao Xiao 58 33 0 24 May 2024
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models Prannay Kaul Zhizhong Li Hao-Yu Yang Yonatan Dukler Ashwin Swaminathan C. Taylor Stefano Soatto HILM 46 15 0 08 May 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 80 139 0 29 Apr 2024
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback Wenyi Xiao Ziwei Huang Leilei Gan Wanggui He Haoyuan Li Zhelun Yu Hao Jiang Fei Wu Linchao Zhu MLLM 37 22 0 22 Apr 2024
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback Liqiang Jing Xinya Du 71 17 0 07 Apr 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences Xiyao Wang Yuhang Zhou Xiaoyu Liu Hongjin Lu Yuancheng Xu ... Taixi Lu Gedas Bertasius Mohit Bansal Huaxiu Yao Furong Huang LRM VLM 81 65 0 19 Jan 2024
See, Say, and Segment: Teaching LMMs to Overcome False Premises Tsung-Han Wu Giscard Biamby David M. Chan Lisa Dunlap Ritwik Gupta Xudong Wang Joseph E. Gonzalez Trevor Darrell VLM MLLM 30 18 0 13 Dec 2023
Mitigating Open-Vocabulary Caption Hallucinations Assaf Ben-Kish Moran Yanuka Morris Alper Raja Giryes Hadar Averbuch-Elor MLLM VLM 11 6 0 06 Dec 2023
Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations Tasmia Shahriar Kelly Ramos Noboru Matsuda 21 3 0 05 Dec 2023
Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization Zhiyuan Zhao Bin Wang Linke Ouyang Xiao-wen Dong Jiaqi Wang Conghui He MLLM VLM 29 105 0 28 Nov 2023
Calibrated Language Models Must Hallucinate Adam Tauman Kalai Santosh Vempala HILM 11 75 0 24 Nov 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us! Sagi Shaier Lawrence E Hunter K. Wense 27 3 0 16 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 22 1 0 15 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 15 158 0 13 Oct 2023
Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation A. Sridhar Yinyi Guo Erik M. Visser Rehana Mahfuz 24 5 0 06 Sep 2023
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning Hongyu Hu Jiyuan Zhang Minyi Zhao Zhenbang Sun MLLM 25 41 0 05 Sep 2023
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning Manuele Barraco Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM 51 18 0 23 Aug 2023
Improving Primary Healthcare Workflow Using Extreme Summarization of Scientific Literature Based on Generative AI Gregor Stiglic Leon Kopitar Lucija Gosak Primož Kocbek Zhe He Prithwish Chakraborty Pablo Meyer Jiang Bian 11 1 0 24 Jul 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation Minki Kang Jin Myung Kwak Jinheon Baek Sung Ju Hwang RALM 6 56 0 30 May 2023
An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics Saba Ahmadi Aishwarya Agrawal 17 6 0 24 May 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation Michal Yarom Yonatan Bitton Soravit Changpinyo Roee Aharoni Jonathan Herzig Oran Lang E. Ofek Idan Szpektor EGVM 31 72 0 17 May 2023