DropCluster: A structured dropout for convolutional networks

Liyan Chen, Philippos Mordohai, Sergul Aydore

Dropout as a common regularizer to prevent overfitting in deep neural networks has been less effective in convolutional layers than in fully connected layers. This is because Dropo…