SLQ: Bridging Modalities via Shared Latent Queries for Retrieval with Frozen MLLMs

Haoran Lou, Ziyan Liu, Chunxiao Fan +6

Multimodal Large Language Models (MLLMs) possess intrinsic reasoning and world-knowledge capabilities, yet adapting them for dense retrieval remains challenging. Existing approache…