38 citations · 100 across the 18 of their papers we have counts for
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cs.LG2018
Singular Values for ReLU Layers
Sören Dittmer, Emily J. King, Peter Maass
Despite their prevalence in neural networks we still lack a thorough theoretical characterization of ReLU layers. This paper aims to further our understanding of ReLU layers by stu…
eess.AS2018★ 6 cited
Sparse Pursuit and Dictionary Learning for Blind Source Separation in Polyphonic Music Recordings
Sören Schulze, Emily J. King
We propose an algorithm for the blind separation of single-channel audio signals. It is based on a parametric model that describes the spectral properties of the sounds of musical…