Fig. 13: Visual quality assessment from the ablation study on elements (see “Computational architecture in Materials and methods” for details) using experimental data.

Rows 3–5 show reconstructions based on experimental data for each layer upon the ablation and substitution of ReLU activation in Eq. (10) with the more common tanh activation function instead (row 3); ablating the separable convolution scheme, thus the standard 3D convolution (row 4); ablating the angular attention mechanism and putting attention to only last hidden feature (row 5). The rows are ordered by increasing severity of the ablation effect according to Fig. 14b