Deep Learning, Computer Vision, Cnn, Transformers, AI.
al. (2021), titled “When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentation,” provides valuable insights into the internal representation differences between CNNs and ViTs. The key findings from the paper regarding internal representations are described as