chenchkx

SPD-OPERATIONS

Four commonly used operations on the symmetric positive definite manifold

ETH-80

The ETH-80 dataset [1] contains visual object images from 8 different categories including apples, cars, cows,cups, dogs, horses, pears and tomatoes.

DKEPool-TSA

[IJCNN, 2022] Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System

RiemannianCovDs

[Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification

DKEPool

[IEEE TKDE, 2023] Distribution Knowledge Embedding for Graph Pooling

SuperNorm

[KDD, 2023] Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization

NYS-Apx

An implementation of nystrom method for approximating infinite-dimensional sample in the feature space

Powerformer

iCovDs

[ICCV Workshop (ICCVW) 2019] More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation.

Matlab_arrowPlot

提供一种Matlab绘制直线箭头以及非线性箭头的方式，可用以绘制坐标轴箭头。

MMML

Paper accepted by ICPR 2018. \\ Title : Multiple Manifolds Metric Learning with Application to Image Set Classification

MyNote

MySVD

An implementation, singular value decomposition, in matlab.

chenchkx.github.io

chenkaixuan website

ComponentSPD

[Computational Visual Media, 2018] Component SPD matrices: A low-dimensional discriminative data descriptor for image set classification

DecentralizedSGD

[ICML, 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent

MRMML-v1.0

A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)

Virus

Virus dataset, image set dataset.

CIA

[AAAI, 2023] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition

SchemaNet-PyTorch

[ICLR, 2023] Schema Inference for Interpretable Image Classification

AidCovDs

DIG

A library for graph deep learning research

graph_prediction

Hierarchical-DSGD

Hierarchical Decentralized SGD

Kai-Xuan.github.io

陈凯旋 个人主页

MAM_Factor

modeldoctor_graph

pytoolearning

my demos while learning python toolkits.

Tailored_DSGD

a repository for decentralized SGD

torchlearning

my demos while learning the book 'Dive in DL (torch)',