Deep Learning, Artificial Intelligence, Resnet, Image Classification, Residual Network.
number of paths valid. Figure 3: Deleting individual layers from VGGNet/ResNet on Left: CIFAR-10, Right: ImageNet. Deleting any layer in VGGNet reduces performance to chance levels. Surprisingly, this is NOT the case for ResNet. 2.2. Deleting/Reordering many modules from residual networks at