19 skills found
xwcao / LowRankTRNCode for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"
LiuTing20a / ASTTV NTLANon-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection
l7170 / PTA HADa prior-based tensor approximation (PTA) is proposed for hyperspectral anomaly detection, in which HSI is decomposed into a background tensor and an anomaly tensor. In the background tensor, a low-rank prior is incorporated into spectral dimension by truncated nuclear norm regularization, and a piecewise- smooth prior on spatial dimension can be embedded by a linear total variation-norm regularization. For anomaly tensor, it is unfolded along spectral dimension coupled with spatial group sparse prior that can be represented by l 2,1 -norm regularization.
anthony-nouy / TensapTensor Approximation Package: a Python package for the approximation of functions and tensors.
rballester / TtrecipesMetamodeling, sensitivity analysis and visualization using the tensor train format
dolgov / TT IRTInverse Rosenblatt Transform (Conditional Distribution) + MCMC sampling using Tensor Train approximation
AndreiChertkov / FpcrossSolver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation
Electromagnetism-dog-technology / Infrared Small Target Detection Via Nonconvex Tensor Fibered Rank ApproximationCodes for our paper "Infrared Small Target Detection via Nonconvex Tensor Fibered Rank Approximation" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING.
felipebottega / Tensor FoxTensor package with focus in low rank approximations.
anthony-nouy / ApproximationToolboxAn object-oriented MATLAB toolbox for the approximation of functions and tensors
ycq091044 / GOCPTIJCAI2022: This package provides a generalized online tensor learning tool, which maintains a low-rank CP approximation during the evolution of tensor in different ways.
kojima-r / PyLegendreDecompositionThis project is a Python implementation of the Legendre decomposition of nonnegative tensors and many-body approximation.
thanhtbt / Tensor Tracking[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
dibunker / TuckerMATLAB files for computing a non-negative Tucker decomposition approximation of a mode-n Tensor
cstroessner / EFTTCode to reproduce the numerical experiments in "Approximation in the extended functional tensor train format" by C. Strössner, B. Sun and D. Kressner.
FlemkMeserath / SSCHA MLIPThis repository provides a library for use of the Stochastic Self-Consistent Harmonic Approximation (SSCHA) method coupled with the active learning procedure used to train Moment Tensor Potentials (MTPs) via the MLIP version 2 code.
ion-g-ion / Code Paper Tt IgaThis repository contains the code for the paper "Tensor train based isogeometric analysis for PDE approximation on parameter dependent geometries".
Brpinenuts / TLRA MSLThis project provides an implementation for "Anomaly Detection for Hyperspectral Imagery via Tensor Low-Rank Approximation With Multiple Subspace Learning".
galeselee / HOSCFHOSCF: EFFICIENT DECOUPLING ALGORITHMS FOR FINDING THE1 BEST RANK-ONE APPROXIMATION OF HIGHER-ORDER TENSORS
