ChoiceNet: CNN learning through choice of multiple feature map representations

Farshid Rayhan, Aphrodite Galata, Timothy F. Cootes

We introduce a new architecture called ChoiceNet where each layer of the network is highly connected with skip connections and channelwise concatenations. This enables the network…