Deep Learning, Computer Vision, Cnn, Transformers, AI.
heads in ViTs learn quantitatively distinct features compared to CNNs. In conclusion, the internal representation differences between CNNs and ViTs shed light on the contrasting ways these architectures process and learn from input images. While CNNs rely on hierarchical representations with