chunyulei
My name is Chunyu Lei. Ph.D. student in Computer Science and Technology, South China University of Technology, China. Research interests: machine learning.
2020-04-23
Pinned Repositories
BiHDM_pytorch
An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, with scikit-learn compatibility.
DDA
The paper is being submitted
deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
FOIT
Code of paper FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition
GELM
An unofficial python implementation of the discriminative graph regularized Extreme Learning Machine (GELM) proposed by Yong Peng et al., with sklearn compatibility
HomOTL-ODDM
Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization
Incremental_elm_genetic_optimization
A incremental Extreme Learning Machine with Genetic Algorithm Optimization
JDA
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity
KEMA
code and data for the paper `Kernel Manifold Alignment for domain adaptation'
MS-MDA
Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition
chunyulei's Repositories
chunyulei/BiHDM_pytorch
An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, with scikit-learn compatibility.
chunyulei/DDA
The paper is being submitted
chunyulei/deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
chunyulei/FOIT
Code of paper FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition
chunyulei/GELM
An unofficial python implementation of the discriminative graph regularized Extreme Learning Machine (GELM) proposed by Yong Peng et al., with sklearn compatibility
chunyulei/HomOTL-ODDM
Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization
chunyulei/Incremental_elm_genetic_optimization
A incremental Extreme Learning Machine with Genetic Algorithm Optimization
chunyulei/JDA
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity
chunyulei/KEMA
code and data for the paper `Kernel Manifold Alignment for domain adaptation'
chunyulei/MS-MDA
Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition
chunyulei/PAML
MATLAB Code for the paper: Online Passive-Aggressive Multilabel Classification Algorithms
chunyulei/pykan
Kolmogorov Arnold Networks
chunyulei/SimAM
The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".
chunyulei/SS-US-ELM
chunyulei/transformer-CIFAR100
在transformer上进行CIFAR100的训练