mxtsai / deep_dictionary_learning
A PyTorch implementation of the Deep Dictionary model
☆13Updated 4 years ago
Alternatives and similar repositories for deep_dictionary_learning:
Users that are interested in deep_dictionary_learning are comparing it to the libraries listed below
- This provides an MATLAB code implementation for the paper "Low-rank and Sparse Matrix Decomposition via the Truncated Nuclear Norm and a …☆28Updated 6 years ago
- Iteratively Reweighted Nuclear Norm for Nonconvex Nonsmooth Low-rank Minimization☆24Updated 3 years ago
- Tensor Robust Principal Component Analysis (TRPCA) based on a new tensor nuclear norm☆93Updated 3 years ago
- tensor completion/tensor recovery from Gaussian measurements by tensor nuclear norm minimization☆28Updated 3 years ago
- Regularized K-SVD Algorithm☆45Updated 7 years ago
- This packaged is an implementation of our paper "Robust Denoising of Piece-Wise Smooth Manifolds", ICASSP 2018 The algorithm creates an …☆15Updated 5 years ago
- Filtering out noise from images using K-SVD and OMP☆24Updated 6 years ago
- Efficient ADMM-based Algorithms for Convolutional Sparse Coding☆12Updated 2 years ago
- The matlab code for the paper 'GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy'☆15Updated 7 years ago
- Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.☆17Updated 5 years ago
- Matlab and Pytorch code for "Reweighted Low-Rank Factorization with Deep Prior for Image Restoration".☆12Updated 2 years ago
- Semi-Supervised Sparse Representation Based Classification for Face Recognition☆13Updated 6 years ago
- A Dual Framework for Low-rank Tensor Completion☆17Updated 5 years ago
- This project aims to realize the robust tensor completion algorithms via tensor ring decomposition.☆15Updated 3 years ago
- Online Sparse Dictionary Learning Algorithm☆31Updated 6 years ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆20Updated 6 years ago
- I implemented the fllowing article by Matlab.Refrence:Oh T H, Matsushita Y, Tai Y W, et al. Fast Randomized Singular Value Thresholding f…☆27Updated 6 years ago
- CRsAE (constrained recurrent sparse autoencoder)☆14Updated 2 years ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 6 years ago
- The released code of t-CTV algorithms, mainly proposed in the paper "Guaranteed Tensor Recovery Fused Low-rankness and Smoothness", publ…☆28Updated 8 months ago
- Tensor Robust Principal Component Analysis via t-SVD☆14Updated 6 years ago
- Tensor robust PCA (TRPCA) and tensor completion based on tensor nuclear norm under linear transform☆22Updated 3 years ago
- This is an implementation of Truncated Nuclear Norm Regularization Method.☆24Updated 7 years ago
- ☆38Updated 8 years ago
- ☆11Updated 2 years ago
- The matlab code is for the paper ''Improved Robust Tensor Principal Component Analysis via Low Rank Core Matrix''.☆16Updated 6 years ago
- ☆19Updated 6 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆24Updated 4 years ago
- Tensorflow implementation of "Deep sparse representation-based classification"☆44Updated 5 years ago
- Repository to run the Tensor Convolutional Dictionary Learning with FISTA (TC-FISTA) algorithm☆12Updated 2 years ago