dictionary-learning
There are 109 repositories under dictionary-learning topic.
ruizheliUOA/Awesome-Interpretability-in-Large-Language-Models
This repository collects all relevant resources about interpretability in LLMs
seanwood/gcc-nmf
Real-time GCC-NMF Blind Speech Separation and Enhancement
bwohlberg/sporco
Sparse Optimisation Research Code
alphacsc/alphacsc
Convolution dictionary learning for time-series
Anton-Latukha/Fundamental-Haskell
Fundamental Haskell book, to the point terse statements on Haskell, Category theory, and related fields. Encyclopedic pocketbook of meaning. Zen kōan-like meditations of understanding. For quick or memory curve spaced repetition learning.
indigits/sparse-plex
A MATLAB library for sparse representation problems
fubel/sparselandtools
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
hiroyuki-kasai/ClassifierToolbox
A MATLAB toolbox for classifier: Version 1.0.7
larc/gproshan
geometry processing and shape analysis framework
rfeinman/pytorch-lasso
L1-regularized least squares with PyTorch
NicolasBizzozzero/Inpainting
Image inpainting via dictionary learning and sparse representation.
pirofti/ksvd_reg
Regularized K-SVD Algorithm
yyt6801/Dict
《牛津英汉词典》 单词翻译，英译汉、词典; 借用文本词典实现查词翻译功能,学习练手的好项目. Dictionary Translation
cantinilab/Mowgli
Single-cell multi-omics integration using Optimal Transport
VITA-Group/Neural-Implicit-Dict
[ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang
Ha0Tang/DDLCN
[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network
permfl/dictlearn
Dictionary Learning for image processing
hli1221/imagefusion_dllrr
multi-focus image fusion using dictionary learning and low-rank representation(ICIG 2017, Shanghai)
archana1998/compressive-sensing-denoising
Compressed sensing and denoising of images using sparse representations
wc253/LTDL
A Low-rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising.
sylvchev/mdla
Multivariate Dictionary Learning Algorithm
xiaojieli0903/FGKVMemPred_video
Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)
Rehan-Ahmad/Dictionary-Learning-Algorithms
This repository contains dictionary learning algorithms
matthieuheitz/WassersteinDictionaryLearning
Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning." SIAM Journal on Imaging Sciences, 2018
kevtimova/deep-sparse
We introduce a way to extend sparse dictionary learning to deep architectures.
sepidehhosseinzadeh/Segmentation
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
thtang/Sparse-Coding-for-Face-Image-Retrieval
work in Advanced Topics in Multimedia Analysis and Indexing
yokoxue/HRP
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.
coolbay/Image-deblocking-SSRQC
Image deblocking method using structural sparse representation and quantization constraint
HanbaekLyu/ONMF_ONTF_NDL
Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images
sbrsarkar/BAdVAMP
Bilinear Adaptive Vector Approximate Message Passing
adamshch/GraFT-analysis
This repository contains code for morphology-free analysis of functional fluorescence microscopy. The focal algorithm, Graph-Filtered Time-trace (GraFT) Dictionary Learning, is published in Charles et al. 2022 in the IEEE Transactions of Image Processing.
DavideNardone/Blind-Source-Separation-using-Dictionary-Learning
A model for Blind Source Separation using Dictionary Learning
DavideNardone/Greedy-Adaptive-Dictionary
Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
thanh-isu/double-sparse-coding
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".
jsikyoon/tree-structured-group-lasso
Python Implementation of Proximal Methods for Hierarchical Sparse Coding