MehdiAbbanaBennani / online-dictionary-learning-for-sparse-codingLinks
Implementation of the paper "Online dictionary learning for sparse coding" (Mairal et al).
☆19Updated 7 years ago
Alternatives and similar repositories for online-dictionary-learning-for-sparse-coding
Users that are interested in online-dictionary-learning-for-sparse-coding are comparing it to the libraries listed below
Sorting:
- This packaged is an implementation of our paper "Robust Denoising of Piece-Wise Smooth Manifolds", ICASSP 2018 The algorithm creates an …☆15Updated 6 years ago
- Code for Implicit Regularization in Deep Matrix Factorization.☆37Updated last year
- CRsAE (constrained recurrent sparse autoencoder)☆15Updated last month
- Tensor Robust Principal Component Analysis (TRPCA) based on a new tensor nuclear norm☆106Updated 4 years ago
- tensor completion/tensor recovery from Gaussian measurements by tensor nuclear norm minimization☆30Updated 4 years ago
- Neural network layer code to implement wavelet deconvolutions☆35Updated 6 years ago
- ☆41Updated 7 years ago
- Code for multichannel sparse blind deconvolution problem.☆12Updated 5 years ago
- 1D Wasserstein Statistical Loss in Pytorch☆28Updated 5 years ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆91Updated 7 months ago
- TedNet: A Pytorch Toolkit for Tensor Decomposition Networks☆96Updated 3 years ago
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆183Updated 7 months ago
- Matlab Toolbox for Dimensionality Reduction☆39Updated 10 years ago
- code to show F-Principle in the DNN training☆59Updated 3 years ago
- Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmi…☆66Updated 6 years ago
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆82Updated 3 years ago
- A matlab library for CUR matrix decomposition☆27Updated 8 years ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆42Updated 3 years ago
- ☆73Updated 2 years ago
- Extreme Learning Machine implemented in Pytorch☆105Updated 7 years ago
- Geometric low-rank tensor completion for color image inpainting.☆44Updated 3 years ago
- Adaptive wavelet pooling for CNN in PyTorch, AISTATS 2021.☆33Updated 4 years ago
- A PyTorch implementation of the Deep Dictionary model☆13Updated 5 years ago
- Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.☆16Updated 6 years ago
- A ksvd implementation written in python.☆112Updated 2 years ago
- A pytorch implementation of Deep Graph Laplacian Regularization for image denoising☆29Updated 2 years ago
- Mutual Information in Pytorch☆115Updated 2 years ago
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆193Updated 4 years ago
- It contains the code for the paper Deep Adaptive Wavelet Network☆73Updated 3 years ago
- Iteratively Reweighted Nuclear Norm for Nonconvex Nonsmooth Low-rank Minimization☆25Updated 4 years ago