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    ICASSP
    2010
    IEEE
    199views Signal Processing» more  ICASSP 2010»
    A weighted discriminative approach for image denoising with overcomplete representations
    15 years 2 days ago
    A weighted discriminative approach for image denoising with overcomplete representations
    Download  www.cs.technion.ac.il
    We present a novel weighted approach for shrinkage functions learning in image denoising. The proposed approach optimizes the shape of the shrinkage functions and maximizes denois...
    Amir Adler, Yacov Hel-Or, Michael Elad
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    NIPS
    2000
    117views Information Technology» more  NIPS 2000»
    An Information Maximization Approach to Overcomplete and Recurrent Representations
    15 years 1 months ago
    An Information Maximization Approach to Overcomplete and Recurrent Representations
    Download  neurophysics.huji.ac.il
    The principle of maximizing mutual information is applied to learning overcomplete and recurrent representations. The underlying model consists of a network of input units driving...
    Oren Shriki, Haim Sompolinsky, Daniel D. Lee
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    ECCV
    2010
    Springer
    738views Computer Vision» more  ECCV 2010»
    A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations
    15 years 4 months ago
    A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations
    Download  www.faculty.idc.ac.il
    Amir Adler, Yacov Hel-Or, Michael Elad
    posted by Yacov Hel-Or
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    NIPS
    1997
    57views Information Technology» more  NIPS 1997»
    Learning Nonlinear Overcomplete Representations for Efficient Coding
    15 years 1 months ago
    Learning Nonlinear Overcomplete Representations for Efficient Coding
    Download  papers.cnl.salk.edu
    Michael S. Lewicki, Terrence J. Sejnowski
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    NECO
    2008
    79views more  NECO 2008»
    A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations
    14 years 11 months ago
    A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations
    Download  bcmi.sjtu.edu.cn
    Zhaoshui He, Shengli Xie, Liqing Zhang, Andrzej Ci...
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