In recent years, researchers pay growing attention to the few-shot learn...
Few-shot learning (FSL) aims to address the data-scarce problem. A stand...
Few-shot classification (FSC) is one of the most concerned hot issues in...
For classification tasks, dictionary learning based methods have attract...
In recent years, the attention mechanism contributes significantly to
hy...
Dictionary learning methods can be split into two categories: i) class
s...
Recently, label consistent k-svd(LC-KSVD) algorithm has been successfull...
A novel tag completion algorithm is proposed in this paper, which is des...