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subspace-learning

Here are 29 public repositories matching this topic...

LLNL / libROM

Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods

simulation modeling parallel-computing scientific model-reduction large-scale subspace-learning reduced-order-models math-physics

Updated Nov 7, 2024
C++

ma-ath / subspyces

Subspaces in Python!

pytorch subspace-learning

Updated Aug 15, 2024
Python

haeriamin / Subspace-Graph-Physics

Subspace Graph Physics

real-time pca physics-simulation principal-component-analysis subspace-learning mpm granular-flow graph-network

Updated Jun 14, 2024
Python

EnnengYang / DFGP

Data Augmented Flatness-aware Gradient Projection for Continual Learning. ICCV, 2023.

data-augmentation subspace-learning continual-learning catastrophic-forgetting orthogonal-projection sharpness-aware-minimization gradient-projection

Updated Sep 29, 2023
Python

adigasu / Dynamic_subspace_learners

A novel dynamic learning strategy that overcomes the empirical search of an optimal number of subspace learners in multiple metric learners.

clustering image-retrieval subspace-learning deep-metric-learning weakly-supervised-segmentation multiple-metric-learners

Updated Jul 28, 2023
Python

feyzaakyurek / subspace-reg

Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification

machine-learning computer-vision image-classification subspace-learning incremental-learning continual-learning few-shot-learning class-incremental-learning

Updated May 27, 2023
Python

andrewssobral / lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

matlab matrix matrix-factorization tensor rpca matrix-completion tensor-decomposition subspace-tracking subspace-learning

Updated Mar 15, 2023
MATLAB

mssvdd

fahadsohrab / mssvdd

Multimodal Subspace Support Vector Data Description

dimensionality-reduction subspace-learning multimodal anamoly-detection one-class-classification multimodal-one-class-classification

Updated Mar 15, 2023
MATLAB

thanhtbt / RST

[IEEE TSP 2021] “Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee”. IEEE Transactions on Signal Processing, 2021.

pca-analysis outliers missing-data admm online-learning subspace-tracking subspace-learning streaming-data

Updated Feb 16, 2023
MATLAB

hiroyuki-kasai / OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

machine-learning machine-learning-algorithms matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition large tensor-cp-decomposition grasta grouse petrels sequential-data-analysis

Updated Jan 13, 2023
MATLAB

kisungyou / Rdimtools

Dimension Reduction and Estimation Methods

r manifold-learning dimension-reduction subspace-learning dimension-estimation

Updated Dec 15, 2022
R

ssvdd

fahadsohrab / ssvdd

Subspace Support Vector Data Description

subspace-learning one-class-learning svdd anamoly-detection one-class-classification

Updated Feb 24, 2022
MATLAB

fahadsohrab / essvdd

Ellipsoidal Subspace Support Vector Data Description

machine-learning machine-learning-algorithms subspace-learning anomaly-detection one-class-classification

Updated Feb 24, 2022
MATLAB

praneethmurthy / distributed-pca

MATLAB implementation of "Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data", IEEE Transactions on Signal Processing, Jun 2022.

pca subspace-learning over-the-air federated-learning

Updated Jan 20, 2022
MATLAB

Js2Hou / Subspace-Regression-based-Face-Recognition

We implement some sparse representation based face recognition algorithms here, including LRC, SRC, CRC, ESRC and etc.

face-recognition subspace-learning sparse-representation

Updated Jan 20, 2022
Jupyter Notebook

guanyuelee / PmSFC

We use self-expressive layer to learn the affinity matrix of the hidden space of a generator, and we found subspace in GAN. Also we propsed a subspace-based high-fidelity GAN inversion model.

subspace-learning gan-inversion

Updated Jan 10, 2022
Python

andylamp / moses

Streaming, Memory-Limited, r-truncated SVD Revisited!

streaming pca dimensionality-reduction svd streaming-algorithms subspace-tracking subspace-learning online-algorithms subspace-identification

Updated Nov 1, 2021
MATLAB

andrewssobral / imtsl

IMTSL - Incremental and Multi-feature Tensor Subspace Learning

matlab tensor background-subtraction foreground-detection subspace-learning streaming-data

Updated Mar 12, 2021
MATLAB

bghojogh / Prototype-Selection-Matrix-Decomposition

The code for prototype selection and instance ranking using matrix decomposition and subspace learning

data-reduction dictionary-learning principal-component-analysis subspace-learning qr-decomposition fisher-discriminant-analysis nmf-decomposition matrix-decomposition prototype-selection instance-ranking

Updated Dec 29, 2020
Python

ZhenhuaShi / SDSPCAAN

source code for SDSPCAAN

matlab classification dimensionality-reduction subspace-learning structure-preserving adaptive-neighbors linear-features

Updated Dec 7, 2020
MATLAB

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