Nikola Janjušević

Projects

In this project, we explore an interpretable Deep Learning architecture for image restoration based on an unrolled convolutional dictionary learning model. More specifically, we leverage the LISTA framework to obtain approximate convolutional sparse codes, followed by a synthesis from a convolutional dictionary. We call this architecture CDLNet. ...