GME: Improving Universal Multimodal Retrieval by Multimodal LLMs

GME: Improving Universal Multimodal Retrieval by Multimodal LLMs

22 December 2024

Meishan Zhang

Papers citing "GME: Improving Universal Multimodal Retrieval by Multimodal LLMs"

7 / 7 papers shown

Title
Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality Xueguang Ma Luyu Gao Shengyao Zhuang Jiaqi Samantha Zhan Jamie Callan Jimmy Lin 31 0 0 05 May 2025
A Multi-Granularity Retrieval Framework for Visually-Rich Documents Mingjun Xu Zehui Wang Hengxing Cai Renxin Zhong 3DV 27 0 0 01 May 2025
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek S. Hwang 44 0 0 29 Apr 2025
The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning Mingkai Tian Guorong Li Yuankai Qi Amin Beheshti J. Shi Anton van den Hengel Qingming Huang VGen 29 0 0 31 Mar 2025
Joint Fusion and Encoding: Advancing Multimodal Retrieval from the Ground Up Lang Huang Qiyu Wu Zhongtao Miao T. Yamasaki 42 0 0 27 Feb 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval Ze Liu Zhengyang Liang Junjie Zhou Zheng Liu Defu Lian OffRL 43 0 0 17 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 82 3 0 12 Feb 2025