YirongMao / SPDNet
This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017
☆34Updated 5 years ago
Related projects: ⓘ
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆49Updated 3 years ago
- Implementation of Deep SPDNet in pytorch☆58Updated 11 months 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
- Targeting EEG/LFP synchrony with neural nets☆16Updated 5 years ago
- Four commonly used operations on the symmetric positive definite manifold☆24Updated 2 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆21Updated 2 years ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆20Updated 5 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆43Updated 3 years ago
- Code for UAI 2019 paper "Domain Generalization via Multidomain Discriminant Analysis"☆11Updated 5 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆39Updated last year
- The code for an EEG feature filtering and disguising model☆12Updated 3 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆20Updated 4 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆22Updated 4 years ago
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆12Updated last year
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆12Updated 2 years ago
- "Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)☆102Updated 4 years ago
- ☆10Updated 3 years ago
- Domain Aggregation Networks☆21Updated 4 years ago
- Generalized Canonical Correlation Analysis☆48Updated 6 years ago
- A collection of trends about transfer learning☆17Updated 3 years ago
- (TIP'18) An Embarrassingly Simple Approach to Visual Domain Adaptation☆12Updated 6 years ago
- Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation☆13Updated last year
- Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DA…☆26Updated 5 years ago
- A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381☆15Updated last year
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆21Updated 2 years ago
- Experiments on Self-Supervised Learning on EEG data☆18Updated 4 years ago
- Canonical Correlation Analysis, Variational CCA☆24Updated 6 years ago
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Updated 4 years ago
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆15Updated last year
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆98Updated 4 years ago