MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning

Jianyi Zhang,Hao Frank Yang,Ang Li,Xin Guo, Pu Wang, Haiming Wang,Yiran Chen,Hai Li

IEEE/CVF Winter Conference on Applications of Computer Vision（2025）

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关键词

Language Model,Federated Learning,Large Language Models,Open Data,Heterogeneous Data,Question Answering,Local Devices,Global Alignment,Local Training,Multimodal Model,Image Captioning,Long-tailed Distribution,Multimodal Tasks,Federated Learning Framework,Visual Features,Kullback-Leibler,Privacy Protection,Visual Model,Reverse Engineering,Federated Learning Model,Visual Encoding,Server Side,Edge Devices,Visual Question Answering,Projection Layer,Image Classification Tasks,Dynamic Weight,Drawing Inspiration,Complex Reasons

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