Fast convolutional sparse coding using matrix inversion lemma
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[1] Sanjeev Arora,et al. Simple, Efficient, and Neural Algorithms for Sparse Coding , 2015, COLT.
[2] Xiaoming Huo,et al. Uncertainty principles and ideal atomic decomposition , 2001, IEEE Trans. Inf. Theory.
[3] José Carlos Príncipe,et al. A fast proximal method for convolutional sparse coding , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[4] Gordon Wetzstein,et al. Fast and flexible convolutional sparse coding , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[5] Thomas S. Huang,et al. Image super-resolution as sparse representation of raw image patches , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[6] Y-Lan Boureau,et al. Learning Convolutional Feature Hierarchies for Visual Recognition , 2010, NIPS.
[7] Michael S. Lewicki,et al. Efficient Coding of Time-Relative Structure Using Spikes , 2005, Neural Computation.
[8] Kjersti Engan,et al. Method of optimal directions for frame design , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
[9] Brendt Wohlberg,et al. Efficient convolutional sparse coding , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[10] Aditya Bhaskara,et al. More Algorithms for Provable Dictionary Learning , 2014, ArXiv.
[11] Anders P. Eriksson,et al. Fast Convolutional Sparse Coding , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[12] Mike E. Davies,et al. Sparse and shift-Invariant representations of music , 2006, IEEE Transactions on Audio, Speech, and Language Processing.
[13] D. Donoho. For most large underdetermined systems of equations, the minimal 𝓁1‐norm near‐solution approximates the sparsest near‐solution , 2006 .
[14] E.J. Candes,et al. An Introduction To Compressive Sampling , 2008, IEEE Signal Processing Magazine.
[15] Charless C. Fowlkes,et al. Fast Convolutional Sparse Coding ( FCSC ) , 2014 .
[16] Marc Teboulle,et al. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems , 2009, SIAM J. Imaging Sci..
[17] Terrence J. Sejnowski,et al. Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations , 1998, NIPS.
[18] Brendt Wohlberg,et al. Efficient Algorithms for Convolutional Sparse Representations , 2016, IEEE Transactions on Image Processing.
[19] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[20] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[21] Andreas M. Tillmann. On the Computational Intractability of Exact and Approximate Dictionary Learning , 2014, IEEE Signal Processing Letters.
[22] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .
[23] Graham W. Taylor,et al. Deconvolutional networks , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[24] Guillermo Sapiro,et al. Online dictionary learning for sparse coding , 2009, ICML '09.
[25] A. Bruckstein,et al. On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them , 2006 .
[26] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[27] Mark D. Plumbley,et al. Fast Dictionary Learning for Sparse Representations of Speech Signals , 2011, IEEE Journal of Selected Topics in Signal Processing.
[28] H. H. Rachford,et al. On the numerical solution of heat conduction problems in two and three space variables , 1956 .
[29] David J. Field,et al. Sparse coding with an overcomplete basis set: A strategy employed by V1? , 1997, Vision Research.
[30] David Steurer,et al. Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method , 2014, STOC.
[31] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[32] Michael A. Saunders,et al. Atomic Decomposition by Basis Pursuit , 1998, SIAM J. Sci. Comput..
[33] Jean Ponce,et al. Dictionary Learning for Deblurring and Digital Zoom , 2011, ArXiv.
[34] Stephen P. Boyd,et al. Proximal Algorithms , 2013, Found. Trends Optim..