Benying Tan

Vision Transformer with 2D Explicit Position Encoding

Recently, the Vision Transformer (ViT) has achieved outstanding performance in various computer vision tasks. Positional encoding is an indispensable component of ViT for handling the inherent structural information of images. However, attaching position encodings manually is a time-consuming proces…