Deep Learning, Computer Vision, Cnn, Transformers, AI.
fair playing field, a recent study has provided a comprehensive comparison of Transformers and CNNs, focusing primarily on two aspects of robustness: adversarial robustness and robustness to out-of-distribution samples. Adversarial Robustness Adversarial examples, intentionally perturbed images