Hayate Kojima

Restoration of Time-Varying Graph Signals using Deep Algorithm Unrolling

In this paper, we propose a restoration method of time-varying graph signals, i.e., signals on a graph whose signal values change over time, using deep algorithm unrolling. Deep algorithm unrolling is a method that learns parameters in an iterative optimization algorithm with deep learning technique…