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Search results for sparse coding
sparse-coding
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39 search results found
Sporco
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237
Sparse Optimisation Research Code
Alphacsc
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105
Convolution dictionary learning for time-series
Mirt.jl
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98
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
Sparselandtools
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79
✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Classifiertoolbox
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75
A MATLAB toolbox for classifier: Version 1.0.7
Rg Flow
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65
This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029
Gproshan
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57
geometry processing and shape analysis framework
Variational Sparse Coding
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47
Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge
Pytorch Lasso
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39
L1-regularized least squares with PyTorch
Facerecognition
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36
Face Recognition in real-world images [ICASSP 2017]
Alista
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31
[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.
Compressive_sensing_c_and_matlab
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21
C and MATLAB implementation of CS recovery algorithm, i.e. Orthogonal Matching Pursuit, Approximate Message Passing, Iterative Hard Thresholding Algorithms
Ksvd_reg
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20
Regularized K-SVD Algorithm
Pcreconstruct
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20
Point cloud completion tool based on dictionary learning. Takes a PCL point cloud surface and fills in gaps or densifies sparse regions by learning from the various surface features of the cloud. This is done using a variation of the k-SVD dictionary learning algorithm that allows for continuous atoms and dealing with unstructured point cloud data. Written in Qt C++, using Eigen, OpenMP, and OpenGL.
Dictlearn
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14
Dictionary Learning for image processing
Prosper
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14
A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions
Mrsr
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13
MRSR - Matlab Recommender Systems Research is a software framework for evaluating collaborative filtering recommender systems in Matlab.
Abnormal Event Detection
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13
The project is an OpenCV based C++ implementation of the paper 'Abnormal Event Detection at 150FPS in Matlab'
Sceneunderstanding_ciarp_2017
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12
Sparse Coding For Face Image Retrieval
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11
work in Advanced Topics in Multimedia Analysis and Indexing
Sparse Representation
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10
Sparse representation solvers for P0- and P1-problems
Lca Pytorch
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8
Sparse coding in PyTorch via the Locally Competitive Algorithm (LCA)
Sparse Coding
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8
An implementation of Olshausen and Field (96) in PyTorch
Nnsae
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8
Non Negative Sparse AutoEncoder (NNSAE). An efficient online learning scheme for non-negative and sparse coding in autoencoder neural networks.
Embeddersdr
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8
Embedder with binary sparse distributed representation.
Hrp
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8
Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.
Pysmrs
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8
An unsupervised compressed-sensing technique for fundamental objects selection
Double Sparse Coding
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8
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".
A Sparse Coding Based Approach For Class Specific Feature Selection
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8
A novel Sparse-Coding Based Approach Feature Selection with emphasizing joint l_1,2-norm minimization and the Class-Specific Feature Selection.
Image Deblocking Ssrqc
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8
Image deblocking method using structural sparse representation and quantization constraint
Greedy Adaptive Dictionary
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7
Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
Rmtl
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7
Regularized Multi-task Learning in R
Hybrid Function Sparse Representation
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6
Hybrid function sparse representation (HFSR) for super resolution
Tsmc_dl
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6
TSMC course materials for unsupervised learning
Tree Structured Group Lasso
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5
Python Implementation of Proximal Methods for Hierarchical Sparse Coding
Listlbm
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5
ListLBM is a sparse lattice Boltzmann solver for multiphase flow in porous media
Tnmf
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5
Transform-Invariant Non-Negative Matrix Factorization
Sparsal
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5
Sparse approximation library
Octobos_ijcv2016
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5
OCTOBOS, overcomplete transform, learning and application codes, Matlab implementation, IJCV2015 paper
1-39 of 39 search results
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