Skim and Skip: Hierarchical Adaptive Inference for Efficient Multimodal Retrieval

Meng Gao, Yizhen Zhang, Yang Ding +10

Universal multimodal retrieval (UMR) increasingly adopts multimodal large language models (MLLMs) as unified embedding backbones, but their strong retrieval performance comes at su…