Support Regularized Sparse Coding and Its Fast Encoder

[1]  Thomas S. Huang,et al.  Robust Single Image Super-Resolution via Deep Networks With Sparse Prior , 2016, IEEE Transactions on Image Processing.

[2]  Marc Teboulle,et al.  Proximal alternating linearized minimization for nonconvex and nonsmooth problems , 2013, Mathematical Programming.

[3]  Shih-Fu Chang,et al.  Locally Linear Hashing for Extracting Non-linear Manifolds , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[4]  Andrew Zisserman,et al.  Return of the Devil in the Details: Delving Deep into Convolutional Nets , 2014, BMVC.

[5]  Masayuki Karasuyama,et al.  Manifold-based Similarity Adaptation for Label Propagation , 2013, NIPS.

[6]  Lu Yang,et al.  Sparse representation and learning in visual recognition: Theory and applications , 2013, Signal Process..

[7]  René Vidal,et al.  Sparse Manifold Clustering and Embedding , 2011, NIPS.

[8]  Joseph K. Bradley,et al.  Parallel Coordinate Descent for L1-Regularized Loss Minimization , 2011, ICML.

[9]  Chun Chen,et al.  Graph Regularized Sparse Coding for Image Representation , 2011, IEEE Transactions on Image Processing.

[10]  Deng Cai,et al.  Gaussian Mixture Model with Local Consistency , 2010, AAAI.

[11]  Yann LeCun,et al.  Learning Fast Approximations of Sparse Coding , 2010, ICML.

[12]  Yihong Gong,et al.  Linear spatial pyramid matching using sparse coding for image classification , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[13]  Guillermo Sapiro,et al.  Online dictionary learning for sparse coding , 2009, ICML '09.

[14]  E. Candès The restricted isometry property and its implications for compressed sensing , 2008 .

[15]  Mikhail Belkin,et al.  Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples , 2006, J. Mach. Learn. Res..

[16]  Wei-Ying Ma,et al.  Locality preserving clustering for image database , 2004, MULTIMEDIA '04.

[17]  I. Daubechies,et al.  An iterative thresholding algorithm for linear inverse problems with a sparsity constraint , 2003, math/0307152.

[18]  Fan Chung,et al.  Spectral Graph Theory , 1996 .