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09/11/2023
Energy Preservation and Stability of Random Filterbanks
What makes waveform-based deep learning so hard? Despite numerous attemp...
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07/25/2023
Fitting Auditory Filterbanks with Multiresolution Neural Networks
Waveform-based deep learning faces a dilemma between nonparametric and p...
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07/18/2023
Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction
The paper uses a frame-theoretic setting to study the injectivity of a R...
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02/15/2022