Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields.
Bum Jun KimHyeyeon ChoiHyeonah JangSang Woo KimPublished in: BMVC (2023)
Keyphrases
- receptive fields
- biological vision
- visual field
- biologically inspired
- saliency map
- gaussian derivatives
- natural images
- real time
- visual cortex
- neural network
- visual processing
- computer vision
- image representation
- higher order
- spatio temporal
- random variables
- visual attention
- vision system
- feature extraction
- image processing
- feature selection
- smooth functions