Fig. S2

Schematic illustration of the principles of Max Pooling and Max Unpooling: During Max Pooling, the positions of the maximum values are recorded. In the encoder structure, during Max Unpooling, the input values are restored to their corresponding positions, with zeros filled in the remaining positions.