Clustering Inductive Biases with Unrolled Networks

Jonathan Huml, Abiy Tasissa, Demba Ba

The classical sparse coding (SC) model represents visual stimuli as a linear combination of a handful of learned basis functions that are Gabor-like when trained on natural image d…