Daliang Li

Understanding Robustness of Transformers for Image Classification

2021 · arXiv (Cornell University)

Deep Convolutional Neural Networks (CNNs) have long been the architecture of choice for computer vision tasks. Recently, Transformer-based architectures like Vision Transformer (ViT) have matched or even surpassed ResNets for image classification. However, details of …