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    [IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Hierarchical dictionary learning for invariant classification 

    Type: Journal Paper
    Author : Bar, Leah; Sapiro, Guillermo
    Year: 2010
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    Intersecting 2D lines: A simple method for detecting vanishing points 

    Type: Conference Paper
    Author : Tepper, Mariano; Sapiro, Guillermo
    Publisher: IEEE
    Year: 2014

    Learning Transformations 

    Type: Conference Paper
    Author : Qiu, Qiang; Sapiro, Guillermo
    Publisher: IEEE
    Year: 2014

    Learning compressed image classification features 

    Type: Conference Paper
    Author : Qiu, Qiang; Sapiro, Guillermo
    Publisher: IEEE
    Year: 2014

    Learning Multiscale Sparse Representations for Image and Video Restoration 

    Type: Journal Paper
    Author : Mairal, Julien; Sapiro, Guillermo; Elad, Michael
    Year: 2008
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    [IEEE 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - San Francisco, CA, USA (2010.06.13-2010.06.18)] 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Classification and clustering via dictionary learning with structured incoherence and shared features 

    Type: Journal Paper
    Author : Ramirez, Ignacio; Sprechmann, Pablo; Sapiro, Guillermo
    Year: 2010
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    Semiautomatic Segmentation of Brain Subcortical Structures From High-Field MRI 

    Type: Journal Paper
    Author : Jinyoung Kim; Lenglet, Christophe; Duchin, Yuval; Sapiro, Guillermo; Harel, Noam
    Publisher: IEEE
    Year: 2014

    Deep Learning with Hierarchical Convolutional Factor Analysis 

    Type: Journal Paper
    Author : Chen, Bo; Polatkan, Gungor; Sapiro, Guillermo; Blei, David; Dunson, David; Carin, Lawrence
    Publisher: IEEE
    Year: 2013
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    Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery 

    Type: Journal Paper
    Author : Castrodad, Alexey; Xing, Zhengming; Greer, John B.; Bosch, Edward; Carin, Lawrence; Sapiro, Guillermo
    Publisher: IEEE
    Year: 2011
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    A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography 

    Type: Journal Paper
    Author : Kuybeda, Oleg; Frank, Gabriel A.; Bartesaghi, Alberto; Borgnia, Mario; Subramaniam, Sriram; Sapiro, Guillermo
    Year: 2013
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