SBNet: Sparse Blocks Network for Fast Inference

Mengye Ren, Andrei Pokrovsky, Bin Yang +1

Conventional deep convolutional neural networks (CNNs) apply convolution operators uniformly in space across all feature maps for hundreds of layers - this incurs a high computatio…