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. 2025 Jan 2;15:64. doi: 10.1038/s41598-024-84629-0

Fig. 3.

Fig. 3

Grouped Uni-directional attention module (GUA) model architecture. The input features are first grouped and then fed into parallel uni-directional attention mechanisms.