Fig. 5: Illustration of RM, MLP and SARM.
From: DuaL-branch similarity network with Bi-correlative attention for few-shot Shui script recognition

Our approach involves replacing the fully connected layers in both the RM and MLP with 1 × 1 convolutional layers. This modification not only reduces the number of parameters but also preserves spatial relationships and strengthens feature representation.