Spatial-Reduction Attention (SRA):
What is Spatial-Reduction Attention?
Spatial-Reduction Attention (SRA) is a type of multi-head attention used in the Pyramid…
Understanding Neighborhood Attention
Neighborhood Attention is a concept used in Hierarchical Vision Transformers, where each token has its receptive field…
Understanding GPSA and its Significance in Vision Transformers
In the world of computer vision, convolutional neural networks (CNNs) have revolutionized…
Understanding Peer-Attention
Peer-attention is a critical component of a neural network that dynamically learns the attention weights using another block…
Talking-Heads Attention: An Introduction
Exploring Multi-Head Attention and Softmax Operation
Human-like understanding and comprehension are the two fundamental concerns of…
Introduction to Attention-augmented Convolution
Attention-augmented Convolution is a type of convolutional neural network that utilizes a two-dimensional relative self-attention mechanism.…