Not All Tasks Are Equal: A Parameter-Efficient Task Reweighting Method for Few-Shot Learning.
Xin LiuYilin LyuLiping JingTieyong ZengJian YuPublished in: ECML/PKDD (2) (2023)
Keyphrases
- learning scheme
- detection method
- reinforcement learning
- prior knowledge
- cost function
- multiple tasks
- similarity measure
- preprocessing
- highly efficient
- segmentation method
- online learning
- computationally efficient
- support vector machine
- high efficiency
- parameter settings
- learning tasks
- clustering method
- support vector machine svm
- genetic algorithm
- classification accuracy
- significant improvement
- learning process
- pairwise
- objective function
- decision trees