Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs

15 November 2024

Papers citing "Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs"

8 / 8 papers shown

Title
Mitigating Object Hallucination via Robust Local Perception Search Zixian Gao Chao Yang Zhanhui Zhou Xing Xu Chaochao Lu MLLM 17 0 0 07 Jun 2025
Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration Mehrdad Fazli Bowen Wei Ziwei Zhu VLM 212 0 0 27 May 2025
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models Liqiang Jing Guiming Hardy Chen Ehsan Aghazadeh Xin Eric Wang Xinya Du 137 0 0 04 May 2025
Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models Mingi Jung Saehuyng Lee Eunji Kim Sungroh Yoon 565 2 0 03 Feb 2025
First-place Solution for Streetscape Shop Sign Recognition Competition Bin Wang Li Jing 470 0 0 06 Jan 2025
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Jinghan He Kuan Zhu Haiyun Guo Sihang Li Zhenglin Hua Yuheng Jia Ming Tang Tat-Seng Chua Jinqiao Wang VLM 144 5 0 18 Dec 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 Qingbin Liu Chang Tang Xuming Hu 165 8 0 04 Oct 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 259 197 0 29 Apr 2024