CVPR2025

LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant

Yikun Liu, Yajie Zhang, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiangchao Yao, Yanfeng Wang, Weidi Xie

Abstract

Retrieve a similar image Instruction: Find a image with the described changes Query: Make it angry Instruction: Find an paragraph to answer the question. Query: Is gradient boosting used in GSP algorithm? Candidates Pool Limited Retrieval Capability … GSP algorithm is an algorithm used for sequence mining… (a) The LamRA Framework