Nanjing City Vocational College

Multi-modal parameter-efficient fine-tuning via hypergraph adapters

Parameter-efficient fine-tuning (PEFT) is an attractive strategy for adapting vision–language models when compute, memory, or labeled data are limited. However, most multimodal PEFT methods still operate on individual samples or pairwise relations, which leaves higher-order struc...