IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning.
Feiyu ZhangLiangzhi LiJunhao ChenZhouqiang JiangBowen WangYiming QianPublished in: CoRR (2023)
Keyphrases
- fine tuning
- dynamic programming
- parameter space
- input data
- high accuracy
- experimental evaluation
- preprocessing
- pairwise
- parameter settings
- detection method
- viable alternative
- cost function
- objective function
- evaluation method
- data sets
- parameter values
- clustering method
- parameter tuning
- linear model
- parameter estimation
- fine tune
- segmentation method
- detection algorithm
- optimization algorithm
- segmentation algorithm
- significant improvement
- prior knowledge
- artificial neural networks
- high dimensional
- similarity measure