Deep Learning, Computer Vision, Cnn, Transformers, AI.
scenarios. Robustness to Image Corruptions: ViTs show better robustness to common image corruptions and perturbations compared to CNNs. They attribute this robustness to the global receptive fields of ViTs, which enable them to capture long-range dependencies and contextual information. However, it