Kaixuan Chen's Projects
[AAAI, 2023] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
[Computational Visual Media, 2018] Component SPD matrices: A low-dimensional discriminative data descriptor for image set classification
[ICML, 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
A library for graph deep learning research
[IEEE TKDE, 2023] Distribution Knowledge Embedding for Graph Pooling
[IJCNN, 2022] Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System
The ETH-80 dataset [1] contains visual object images from 8 different categories including apples, cars, cows,cups, dogs, horses, pears and tomatoes.
Hierarchical Decentralized SGD
[ICCV Workshop (ICCVW) 2019] More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation.
陈凯旋 个人主页
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。
Paper accepted by ICPR 2018. \\ Title : Multiple Manifolds Metric Learning with Application to Image Set Classification
A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)
An implementation, singular value decomposition, in matlab.
An implementation of nystrom method for approximating infinite-dimensional sample in the feature space
my demos while learning python toolkits.
[Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification
[ICLR, 2023] Schema Inference for Interpretable Image Classification
Four commonly used operations on the symmetric positive definite manifold
[KDD, 2023] Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization
a repository for decentralized SGD
my demos while learning the book 'Dive in DL (torch)',
Virus dataset, image set dataset.
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