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by vemiya — last modified 2012-06-26 13:30

arrow_bullet Cosparsity: sparsity revisited

Just do sparse representations without a dictionary...

arrow_bullet Learning Analysis Operators

Learning in the cosparse paradigm...

arrow_bullet Learning Structures

From block sparsity, tree-structured sparsity to learned structured sparsity...

arrow_bullet Dictionary Learning Theory

Can we learn a dictionary from training samples with performance guarantees?

arrow_bullet Compressible Priors

Surprising views on the connections between Bayesian estimation and sparse regression...

arrow_bullet Audio Inpainting

Inpaint audio signals the same way you inpaint images...

arrow_bullet Spread Spectrum Technology

A universal and efficient compressed sensing strategy using a spread spectrum technique...

arrow_bullet Wavelets on Graphs

Have you ever dreamt of a wavelet transform on the vertices of an arbitrary graph ?

arrow_bullet SMALL Box

Test your algorithm, share your code, create new problems...

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