A novel approach to attention mechanism using kernel functions: Kerformer.
Yao GanYanyun FuDeyong WangYongming LiPublished in: Frontiers Neurorobotics (2023)
Keyphrases
- kernel function
- attention mechanism
- visual attention
- kernel methods
- saliency map
- support vector
- feature space
- input space
- visual attention model
- support vector machine
- high dimensional
- kernel learning
- feature maps
- eye movements
- feature set
- kernel matrix
- multiple kernel learning
- gaussian kernels
- eye tracking
- real time
- object recognition
- polynomial kernels
- data sets