sparse-representations
There are 60 repositories under sparse-representations topic.
hiroyuki-kasai/NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
bwohlberg/sporco
Sparse Optimisation Research Code
james-bowman/sparse
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
neilwen987/CSR_Adaptive_Rep
Official Code for Paper: Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
indigits/sparse-plex
A MATLAB library for sparse representation problems
carnotresearch/cr-sparse
Functional models and algorithms for sparse signal processing
fubel/sparselandtools
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
PeterOvermann/TriadicMemory
Cognitive Computing with Associative Memory
PrithivirajDamodaran/SPLADERunner
Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.
Windere/EAS-SNN
Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024
kevinYitshak/spurfies
Spurfies: Sparse Surface Reconstruction using Local Geometry Priors
morpheus-org/morpheus
Dynamic matrix type and algorithms for sparse matrices
SpM-lab/SparseIR.jl
On-the-fly computation of IR basis functions
Rehan-Ahmad/Dictionary-Learning-Algorithms
This repository contains dictionary learning algorithms
ashkan-abbasi66/NWSR
Optical Coherence Tomography Retinal Image Reconstruction via Non-local Weighted Sparse Representation
ashkan-abbasi66/OCT-denoising-package
This package contains multiple 3D OCT denoising methods, including our proposed mixed multiscale BM4D (mmBM4D), which is one of the fastest multiscale 3D OCT denoising methods.
shailesh1729/tisp
Topics in Signal Processing
jsvir/idc
Interpretable Deep Clustering for Tabular Data (ICML 2024)
alugowski/matrepr
Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.
criteo-research/tf-tile
TF-Tile: an efficient sparse representation for real-valued data
GhadaSokar/Self-Attention-Meta-Learner-for-Continual-Learning
Implementation for the paper "Self-Attention Meta-Learner for Continual Learning" in PyTorch.
SebastianSemper/camiba
Compressed Sensing and Sparse Recovery Algorithms and more!
Eulring/Hybrid-Function-Sparse-Representation
Hybrid function sparse representation (HFSR) for super resolution
salar96/MEP-Orthogonal-NMF
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
dguerra/pdmaster
Phase diversity method for atmospheric wavefront sensing from a pair of images (in focus and out of focus).
dizcza/sparse-representation
Sparse representation solvers for P0- and P1-problems
GhadaSokar/SpaceNet
Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.
pirofti/dl-box
Dictionary Learning Toolbox
hoffsupes/Camera-models-to-generate-2D-images-from-a-3D-cloud
Various camera models (Full, Weak and Orthographic) are used to convert 3D real world points into 2D image pixel coordinates by simulating a 'virtual camera'
stalhabukhari/OrthogonalMatchingPursuit
MATLAB implementation of Orthogonal Matching Pursuit to find the sparsest solution to a linear system of equations, via combinatorial search.
xiehq/COSR
Content-oriented Sparse Representation (COSR) Denoising in CT Images with the Ability of Texture and Edge Preserving
AntixK/sGMRFmix
A Python library for sGMRFmix model for anomaly detection in time series
piyp791/face-recognition-using-DKSVD
Matlab based implementation for doing face recognition using Discriminative KSVD technique.
SherazKhan/sparse
Sparsity enables subcortical source estimation, Krishnaswamy et al, PNAS 2017
HaLongbao/LRRNet
It’s Not the Target, It’s the Background: Rethinking Infrared Small Target Detection via Deep Patch-Free Low-Rank Representations
TheoGuyard/El0ps.jl
An Exact L0-penalized Problem Solver.