ResNet
The problem of training very deep networks has been alleviated with the introduction of a new neural network layer — The Residual Block.
classical CNNs do not perform well as the depth of the network grows past a certain threshold. ResNets allow for the training of deeper networks.
This network classifies presence of substructure in images of dark matter rings taken by gravitaional lensing.
See our Code at Github.