FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback

7 April 2024

Papers citing "FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback"

19 / 19 papers shown

Title
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models Liqiang Jing Guiming Hardy Chen Ehsan Aghazadeh Xin Eric Wang Xinya Du 22 0 0 04 May 2025
Multimodal Reference Visual Grounding Yangxiao Lu Ruosen Li Liqiang Jing Jikai Wang Xinya Du Yunhui Guo Nicholas Ruozzi Yu Xiang ObjD 46 0 0 02 Apr 2025
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Yue Zhang Liqiang Jing Vibhav Gogate 71 0 0 19 Dec 2024
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 85 2 0 18 Dec 2024
VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models Lei Li Y. X. Wei Zhihui Xie Xuqing Yang Yifan Song ... Tianyu Liu Sujian Li Bill Yuchen Lin Lingpeng Kong Q. Liu CoGe VLM 71 19 0 26 Nov 2024
A Topic-level Self-Correctional Approach to Mitigate Hallucinations in MLLMs Lehan He Zeren Chen Zhelun Shi Tianyu Yu Jing Shao Lu Sheng MLLM 67 1 0 26 Nov 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 20 2 0 07 Oct 2024
A Unified Hallucination Mitigation Framework for Large Vision-Language Models Yue Chang Liqiang Jing Xiaopeng Zhang Yue Zhang VLM MLLM 17 0 0 24 Sep 2024
FIHA: Autonomous Hallucination Evaluation in Vision-Language Models with Davidson Scene Graphs Bowen Yan Zhengsong Zhang Liqiang Jing Eftekhar Hossain Xinya Du 26 0 0 20 Sep 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification Pritish Sahu Karan Sikka Ajay Divakaran MLLM LRM 21 1 0 02 Jul 2024
mDPO: Conditional Preference Optimization for Multimodal Large Language Models Fei Wang Wenxuan Zhou James Y. Huang Nan Xu Sheng Zhang Hoifung Poon Muhao Chen 16 11 0 17 Jun 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 15 29 0 24 May 2024
Automated Multi-level Preference for MLLMs Mengxi Zhang Wenhao Wu Yu Lu Yuxin Song Kang Rong ... Jianbo Zhao Fanglong Liu Yifan Sun Haocheng Feng Jingdong Wang MLLM 16 2 0 18 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 36 23 0 29 Apr 2024
Silkie: Preference Distillation for Large Visual Language Models Lei Li Zhihui Xie Mukai Li Shunian Chen Peiyi Wang Liang Chen Yazheng Yang Benyou Wang Lingpeng Kong MLLM 51 32 0 17 Dec 2023
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 92 56 0 01 Dec 2023
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 53 66 0 28 Nov 2023
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 VLM MLLM 176 575 0 27 Apr 2023
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 245 1,151 0 18 Sep 2019