Unrolling Graph-based Douglas-Rachford Algorithm for Image Interpolation with Informed Initialization

Xue Zhang, Bingshuo Hu, Gene Cheung

Conventional deep neural nets (DNNs) initialize network parameters at random and then optimize each one via stochastic gradient descent (SGD), resulting in substantial risk of poor…