chenchkx/ETH-80

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Created almost 6 years ago
Updated over 4 years ago

chenchkx/ETH-80

chenchkx

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

SPD-OPERATIONS

Four commonly used operations on the symmetric positive definite manifold

DKEPool

[IEEE TKDE, 2022] Distribution Knowledge Embedding for Graph Pooling

RiemannianCovDs

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

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

DKEPool-TSA

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

DecentralizedSGD

A demo for decentralized SGD

MMML

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

MySVD

An implementation, singular value decomposition, in matlab.

MyNote

iCovDs

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

ComponentSPD

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

chenchkx.github.io

chenkaixuan website