A Simple yet General Gated Network for Diverse Binary Segmentation Tasks

The authors propose a simple yet general gated network (GateNet) that can adaptively control the amount of information flowing from the encoder to the decoder, balance the contribution of each encoder block, and suppress the features of background regions to improve the performance of diverse binary segmentation tasks.