Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework

Risheng Liu, Xin Fan, Shichao Cheng +2

Deep learning models have gained great success in many real-world applications. However, most existing networks are typically designed in heuristic manners, thus lack of rigorous m…