NVIDIA’s Global Context ViT Achieves SOTA Performance on CV Tasks Without Expensive Computation

Building on the epoch-making performance of transformer architectures in natural language processing (NLP), the vision transformer (ViT) has emerged as one of the most advanced architectures for computer vision (CV) tasks, demonstrating excellent capabilities in modelling both short- and long-range information compared to…