Supervised Deep Sparse Coding Networks

Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran

In this paper, we describe the deep sparse coding network (SCN), a novel deep network that encodes intermediate representations with nonnegative sparse coding. The SCN is built upo…