#belief-attention News & Analysis

Improved Belief-Attention in Vision Task

Researchers propose Belief2-Attention, an advancement of the Belief-Attention mechanism that improves transformer performance in vision tasks by utilizing both perpendicular and projected components during orthogonal projection, while introducing an additional inner-product matrix to capture richer token correlations than standard attention mechanisms.