LIP: Local Importance-based Pooling

Ziteng Gao, Limin Wang, Gangshan Wu

Spatial downsampling layers are favored in convolutional neural networks (CNNs) to downscale feature maps for larger receptive fields and less memory consumption. However, for disc…