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SpringLiu's Projects

adaoja icon adaoja

Methods from the paper "AdaOja: Adaptive Learning Rates for Streaming PCA."

air-net icon air-net

Codes for AIR-Net: Adaptive and implicit regularization neural network for matrix completion

aircp icon aircp

Auxiliary Information Regularized CANDECOMP/PARAFAC Tensor Completion

atd icon atd

NeurIPS2022: Code for ATD, Sleep-EDF, HAR,PTB-XL, MGH data processing

bmfc icon bmfc

Methods for binary matrix completion

broadcf icon broadcf

BroadCF (Broad Collaborative Filtering) is one of the BroadRS algorithms, a series of recommendation algorithms based on broad learning system (BLS). It is developed by BroadRS Research Team formed by SCAU, SYSU and SCUT.

cnn-all icon cnn-all

Source code for the 2021 ICASSP paper "Acute Lymphoblastic Leukemia detection based on adaptive unsharpening and Deep Learning"

complex icon complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

ctd icon ctd

CTD: Fast, accurate, and interpretable method for static and dynamic tensor decomposition

dbtf icon dbtf

Fast and Scalable Method for Distributed Boolean Tensor Factorization (ICDE'17 & VLDBJ'19)

export_fig icon export_fig

A MATLAB toolbox for exporting publication quality figures

frmc icon frmc

Background Subtraction via Fast Robust Matrix Completion (ICCV2017)

ftcom icon ftcom

Fast Tucker Factorization for Large-Scale Tensor Completion

gocpt icon gocpt

IJCAI2022: This package provides a generalized online tensor learning tool, which maintains a low-rank CP approximation during the evolution of tensor in different ways.

grasta icon grasta

GRASTA ( Grassmannian Robust Adaptive Subspace Tracking Algorithm ) for low rank subspace tracking

hsi-sdecnn icon hsi-sdecnn

Source code of "A Single Model CNN for Hyperspectral Image Denoising"

imc icon imc

Implementation of methods for inductive matrix completion: GNIMC, AltMin and (regularized) GD

imtsl icon imtsl

IMTSL - Incremental and Multi-feature Tensor Subspace Learning

kge-dura icon kge-dura

The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.

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