Deep Learning, Computer Vision, Cnn, Transformers, AI.
higher layers predominantly focus on global information. This is in contrast to the hierarchical representations learned by CNNs, where lower layers typically capture local features and higher layers capture more abstract, global features. This difference in attention distribution may contribute to