Author

Junjie Wang

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Open access Jul 2026

MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning

In response to the challenges posed by the extensive parameter updates required for full fine-tuning of large-scale pre-trained models, parameter-efficient fine-tuning (PEFT) methods, exemplified by Low-Rank Adaptation (LoRA), have emerged. LoRA simplifies the fine-tuning process but may still struggle with a certain l...

Junjie Wang, Guangjing Yang, Wentao Chen et al. · IEEE Transactions on Image P... · 2 citations