Training ResNets with a stage cost on intermediate outputs obtained through skip connections biases deep residual layers toward identity mappings and enables pruning with small accuracy loss on homogeneous models.
Identity mappings in deep residual networks
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Towards an Optimal Control Perspective of ResNet Training
Training ResNets with a stage cost on intermediate outputs obtained through skip connections biases deep residual layers toward identity mappings and enables pruning with small accuracy loss on homogeneous models.