Figure 2
From: Diabetic retinopathy classification using a multi-attention residual refinement architecture

The proposed down-sampling method. The Space-to-depth layer is followed by 1\(\times\)1 convolution, which can replace the traditional 7\(\times\)7 convolution down-sampling method, thus preserving more information.