Dual sparse training framework: inducing activation map sparsity via Transformed $\ell 1$ regularization

Xiaolong Yu, Cong Tian

Although deep convolutional neural networks have achieved rapid development, it is challenging to widely promote and apply these models on low-power devices, due to computational a…