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OViP: Online Vision-Language Preference Learning for VLM Hallucination
21 May 2025
Shujun Liu
Siyuan Wang
Zejun Li
Jianxiang Wang
Cheng Zeng
Zhongyu Wei
MLLM
VLM
Re-assign community
ArXiv (abs)
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HuggingFace (9 upvotes)
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Papers citing
"OViP: Online Vision-Language Preference Learning for VLM Hallucination"
8 / 8 papers shown
AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization
Jinda Lu
Jinghan Li
Yuan Gao
Junkang Wu
Jiancan Wu
Xiang Wang
Xiangnan He
892
1
0
22 Apr 2025
Learning to Reason under Off-Policy Guidance
Jianhao Yan
Yafu Li
Zican Hu
Zhi Wang
Ganqu Cui
Xiaoye Qu
Yu Cheng
Yue Zhang
OffRL
LRM
782
111
0
21 Apr 2025
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Qiying Yu
Zheng Zhang
Ruofei Zhu
Yufeng Yuan
Xiaochen Zuo
...
Ya Zhang
Lin Yan
Mu Qiao
Yonghui Wu
Mingxuan Wang
OffRL
LRM
634
1,035
0
18 Mar 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Shengguang Wu
Fan-Yun Sun
Kaiyue Wen
Nick Haber
VLM
409
8
0
19 Feb 2025
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
Haodong Duan
Xinyu Fang
Junming Yang
Xiangyu Zhao
Lin Chen
...
Yuhang Zang
Pan Zhang
Jiaqi Wang
Dahua Lin
Kai Chen
LM&MA
VLM
734
363
0
16 Jul 2024
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
Zejun Li
Ruipu Luo
Jiwen Zhang
Minghui Qiu
Zhongyu Wei
Zhongyu Wei
LRM
MLLM
701
35
0
27 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
662
306
0
29 Apr 2024
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback
Wenyi Xiao
Ziwei Huang
Yaoyao Yu
Wanggui He
Haoyuan Li
Zhelun Yu
Hao Jiang
Leilei Gan
Linchao Zhu
MLLM
362
58
0
22 Apr 2024
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