sunshiding / cca_zoo
Canonical Correlation Analysis Zoo: CCA, GCCA, MCCA, DCCA, DGCCA, DVCCA, DCCAE, KCCA and regularised variants
☆24Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for cca_zoo
- An implementation of Deep Generalized Canonical Correlation Analysis (DGCCA or Deep GCCA) with pytorch.☆48Updated 4 years ago
- Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation☆14Updated last year
- Multi-view Linear Discriminant Analysis Network for Cross-modal Retrieval and Cross-view Recognition (Keras&Theano Code)☆17Updated 5 years ago
- CCA, DCCA, DCCAE, ConvCCA☆17Updated 3 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆21Updated 3 years ago
- Four commonly used operations on the symmetric positive definite manifold☆25Updated 2 years ago
- This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Ima…☆15Updated 3 years ago
- Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering☆44Updated last year
- ☆47Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆31Updated 2 years ago
- GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification☆28Updated 3 years ago
- The model for the paper “Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patien…☆17Updated 3 years ago
- cuijiancorbin / Subject-Independent-Drowsiness-Recognition-from-Single-Channel-EEG-with-an-Interpretable-CNN-LSTMIn this project, we propose a CNN-LSTM model to classify single-channel EEG for driver drowsiness detection. We designed a visualization …☆11Updated 3 years ago
- Transfer learning for multi source EEG-emotion-classification☆12Updated 4 years ago
- GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification☆115Updated 3 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆42Updated 3 years ago
- The paper is being submitted☆13Updated last year
- An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.☆298Updated last year
- This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017☆34Updated 6 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆64Updated 2 years ago
- ☆15Updated 5 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆20Updated 4 years ago
- Deep Multiset Canonical Correlation Analysis - An extension of CCA to multiple datasets☆32Updated 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated last year
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆41Updated last year
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆49Updated 3 years ago
- ☆11Updated 3 years ago
- Implementation of "Deep Fuzzy K-Means with Adaptive Loss and Entropy Regularization", IEEE Transactions on Fuzzy Systems.☆33Updated 2 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆34Updated 4 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆28Updated 6 months ago