Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization

Peihua Li, Jiangtao Xie, Qilong Wang +1

Global covariance pooling in convolutional neural networks has achieved impressive improvement over the classical first-order pooling. Recent works have shown matrix square root no…