Unified Local and Global Attention Interaction Modeling for Vision Transformers

Tan Nguyen, Coy D. Heldermon, Corey Toler-Franklin

We present a novel method that extends the self-attention mechanism of a vision transformer (ViT) for more accurate object detection across diverse datasets. ViTs show strong capab…