tiepvupsu / DICTOL_python
A Python implementation of well-known dictionary learning methods.
☆75Updated last year
Alternatives and similar repositories for DICTOL_python:
Users that are interested in DICTOL_python are comparing it to the libraries listed below
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆190Updated 3 years ago
- A collection of Python tools for feature extraction and image classification using Sparse Coding algorithms.☆70Updated 6 years ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆89Updated 7 months ago
- Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sp…☆11Updated 6 years ago
- ☆39Updated 6 years ago
- A Matlab implementation of the capsule networks (or capsnet).☆48Updated 7 years ago
- GitHub repository for "Building Deep Networks on Grassmann Manifolds", AAAI 2018.☆25Updated 3 years ago
- The code for the paper "Multimodal Task-driven Dictionary Learning for Image Classification".☆30Updated 9 years ago
- A ksvd implementation written in python.☆109Updated 2 years ago
- Weighted Sparse Representation based Classification for Face Recognition☆8Updated 6 years ago
- Tensorflow implementation of "Deep sparse representation-based classification"☆44Updated 5 years ago
- t-sne visualization of mnist images when feature is represented by raw pixels and cnn learned feature☆64Updated 6 years ago
- Sparse Representation-based Classification, a classified algorithm in Pattern Recognition area☆17Updated 10 years ago
- Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)☆43Updated 7 years ago
- An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model☆31Updated 5 years ago
- supervised deep sparse coding networks☆31Updated 7 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆85Updated 2 years ago
- Sparse Autoencoders using FashionMNIST dataset☆35Updated 6 years ago
- Various SVM based methods for domain adaptation☆10Updated 9 years ago
- Code for the paper "Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation", ICLR 2018☆63Updated 5 years ago
- This is a tutorial on creating a deep convolutional autoencoder with tensorflow.☆59Updated 7 years ago
- Feature fusion using Canonical Correlation Analysis (CCA)☆48Updated 5 years ago
- Simple tensorflow implementation of "Selective Kernel Networks"☆25Updated 5 years ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆35Updated 7 years ago
- Discriminative Feature-oriented Dictionary Learning☆11Updated 8 years ago
- Semi-Supervised Sparse Representation Based Classification for Face Recognition☆13Updated 6 years ago
- Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks☆57Updated 5 years ago
- 6️⃣6️⃣6️⃣ Reproduce ICLR '18 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"☆41Updated 6 years ago
- (ICCV'17) When Unsupervised Domain Adaptation Meets Tensor Representations☆58Updated 7 years ago
- Online Sparse Dictionary Learning Algorithm☆31Updated 6 years ago