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Richard Baraniuk

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The Geometry of Deep Networks: Power Diagram Subdivision

May 21, 2019
Randall Balestriero, Romain Cosentino, Behnaam Aazhang, Richard Baraniuk

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Mad Max: Affine Spline Insights into Deep Learning

Jul 25, 2018
Randall Balestriero, Richard Baraniuk

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Semi-Supervised Learning Enabled by Multiscale Deep Neural Network Inversion

Feb 27, 2018
Randall Balestriero, Herve Glotin, Richard Baraniuk

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Overcomplete Frame Thresholding for Acoustic Scene Analysis

Dec 25, 2017
Romain Cosentino, Randall Balestriero, Richard Baraniuk, Ankit Patel

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Deep Neural Networks

Nov 06, 2017
Randall Balestriero, Richard Baraniuk

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FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation

Jan 27, 2016
M. Salman Asif, Ali Ayremlou, Aswin Sankaranarayanan, Ashok Veeraraghavan, Richard Baraniuk

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Fast Sublinear Sparse Representation using Shallow Tree Matching Pursuit

Dec 01, 2014
Ali Ayremlou, Thomas Goldstein, Ashok Veeraraghavan, Richard Baraniuk

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The STONE Transform: Multi-Resolution Image Enhancement and Real-Time Compressive Video

Nov 15, 2013
Tom Goldstein, Lina Xu, Kevin F. Kelly, Richard Baraniuk

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