Improving the Resolution of CNN Feature Maps Efficiently with Multisampling

Shayan Sadigh, Pradeep Sen

We describe a new class of subsampling techniques for CNNs, termed multisampling, that significantly increases the amount of information kept by feature maps through subsampling la…