What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective

Qilong Wang, Li Zhang, Banggu Wu +4

Recent works have demonstrated that global covariance pooling (GCP) has the ability to improve performance of deep convolutional neural networks (CNNs) on visual classification tas…