Multi-MELO: Unified multimodal model editing with dynamic LoRA

Qin Chen, Jianghao Yin, Lang Yu, Jie Zhou, Liang He

Abstract: Highlights•We propose Multi-MELO, a unified framework for multimodal model editing based on dynamic LoRA.•Multi-MELO can be integrated into different multimodal backbones for diverse editing tasks.•Experiments show that Multi-MELO achieves competitive performance with higher efficiency.