zhiwu-huang / SPDNetLinks
GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.
☆61Updated 4 years ago
Alternatives and similar repositories for SPDNet
Users that are interested in SPDNet are comparing it to the libraries listed below
Sorting:
- Implementation of Deep SPDNet in pytorch☆69Updated 2 years ago
- This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017☆37Updated 7 years ago
- This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Ima…☆15Updated 5 years ago
- This is the official GitHub repo for "Deep Optimal Transport for Domain Adaptation on SPD Manifolds"☆10Updated 2 years ago
- Code for the paper "Neural Architecture Search of SPD Manifold Networks" IJCAI 2021☆14Updated 3 years ago
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Updated 5 years ago
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆14Updated 3 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆59Updated 3 years ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆22Updated last year
- Four commonly used operations on the symmetric positive definite manifold☆27Updated 3 years ago
- Operations for CNN on manifolds.☆14Updated 4 years ago
- ☆10Updated 4 years ago
- ManifoldNet Paper Implementation for SPD(n)☆11Updated 4 years ago
- Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence☆18Updated 3 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆44Updated 2 years ago
- CRsAE (constrained recurrent sparse autoencoder)☆15Updated last month
- ☆68Updated 2 years ago
- Targeting EEG/LFP synchrony with neural nets☆17Updated 6 years ago
- ☆39Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated last month
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆17Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- ☆13Updated 2 years ago
- This is the code for the paper Statistical Recurrent Models on Manifold valued Data☆17Updated 4 years ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆22Updated 6 years ago
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Updated 2 years ago
- Implementation of Brain Signal Classification via Learning Connectivity Structure☆17Updated 4 years ago
- Self-supervised learning for EEG☆27Updated 5 years ago
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆12Updated 3 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated 2 years ago