Semi-Unified Sparse Dictionary Learning with Learnable Top-K LISTA and FISTA Encoders

Fengsheng Lin, Shengyi Yan, Trac Duy Tran

We present a semi-unified sparse dictionary learning framework that bridges the gap between classical sparse models and modern deep architectures. Specifically, the method integrat…