Deep Learning, Computer Vision, Cnn, Transformers, AI.
performance in classification accuracy and robustness to adversarial perturbations in certain scenarios. They also exhibit distinct internal representation structures, characterized by consistent layer similarity and a combination of local and global attention across layers. However, ViTs are less