19 citations · 54 across the 25 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 3 cited
K-Deep Simplex: Deep Manifold Learning via Local Dictionaries
Pranay Tankala, Abiy Tasissa, James M. Murphy +1
We propose K-Deep Simplex(KDS) which, given a set of data points, learns a dictionary comprising synthetic landmarks, along with representation coefficients supported on a simplex.…
cs.IT2020★ 1 cited
Discriminative reconstruction via simultaneous dense and sparse coding
Abiy Tasissa, Emmanouil Theodosis, Bahareh Tolooshams +1
Discriminative features extracted from the sparse coding model have been shown to perform well for classification. Recent deep learning architectures have further improved reconstr…