Before revision:  Using this regularizer to reduce class selectivity across units in convolutional neural networks increased test accuracy by over 2\% in ResNet18 trained on Tiny ImageNet.
After revision:  Using this regularizer to reduce class selectivity across units in convolutional neural networks increased test accuracy by over 2\% for ResNet18 trained on Tiny ImageNet.