Content-Adaptive Downsampling in Convolutional Neural Networks

Many convolutional neural networks (CNNs) rely on progressive downsampling of their feature maps to increase the network's receptive field and decrease computational cost....诸多卷积神经网络（Convolutional Neural Networks, CNNs）均依赖对其特征图的渐进式下采样，以提升网络的感受野并降低计算开销……