This repo contains papers, books, tutorials and resources on Riemannian deep learning.
☆83Mar 10, 2026Updated 6 months ago
Alternatives and similar repositories for Awesome-Riemannian-Deep-Learning
Users that are interested in Awesome-Riemannian-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Feb 19, 2026Updated 7 months ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆25Feb 4, 2024Updated 2 years ago
- SPDlearn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization☆40Sep 27, 2026Updated last week
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆14Nov 2, 2022Updated 3 years ago
- (AAAI23) Riemannian Local Mechanism for SPD Neural Networks☆11Mar 11, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆13May 28, 2022Updated 4 years ago
- Four commonly used operations on the symmetric positive definite manifold☆30Jul 8, 2022Updated 4 years ago
- Code for the paper "Neural Architecture Search of SPD Manifold Networks" IJCAI 2021☆14Feb 18, 2022Updated 4 years ago
- The official implementation of “DDBFusion: An unified image decomposition and fusion framework based on dual decomposition and B ́ezier c…☆17Dec 8, 2025Updated 10 months ago
- ☆55Jul 24, 2026Updated 2 months ago
- Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications☆617Updated this week
- Code for the paper "Compositional Entailment Learning for Hyperbolic Vision-Language Models".☆113Jun 16, 2025Updated last year
- ☆31Dec 4, 2024Updated last year
- A library for optimization on Riemannian manifolds☆111Dec 27, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch Implmentation of Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series (ACSSM), ICLR 2025 Oral☆24Mar 4, 2025Updated last year
- Project page for paper Self-supervised Representation Learning with Relative Predictive Coding☆19Jul 8, 2021Updated 5 years ago
- This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017☆40Oct 12, 2018Updated 7 years ago
- Code for "Dynamics Harmonics Analysis of Robotic Systems: Application in Data-Driven Koopman Modeling", enabling the modeling of symmetri…☆20Mar 19, 2025Updated last year
- Repository for the SPDTransNet model, a Transformer-based architecture to analyze sequences of SPD matrices without loss of their Riemann…☆38Oct 15, 2024Updated last year
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 4 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆21Jun 5, 2020Updated 6 years ago
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- ☆14Nov 7, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the code for the paper Statistical Recurrent Models on Manifold valued Data☆17May 16, 2021Updated 5 years ago
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆14Dec 5, 2025Updated 10 months ago
- auto star for repo lists☆11Aug 26, 2023Updated 3 years ago
- The code implementation of our paper "Deep Hashing Neural Networks for Hyperspectral Image Feature Extraction", GRSL, 2019☆15Aug 20, 2021Updated 5 years ago
- SMLNet: A SPD Manifold Learning Network for Infrared and Visible Image Fusion (IJCV 2025)☆15Jul 20, 2026Updated 2 months ago
- Reducing the Dimensionality of Data with Neural Network☆16Apr 27, 2016Updated 10 years ago
- ☆68Jun 30, 2026Updated 3 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆353Aug 7, 2026Updated 2 months ago
- Public EEG Dataset☆85May 23, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2025] SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding☆15Oct 26, 2025Updated 11 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆43Mar 18, 2025Updated last year
- ☆19Jan 26, 2025Updated last year
- Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching☆11Jun 4, 2025Updated last year
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated last year
- ☆11May 25, 2024Updated 2 years ago
- ☆26Jul 16, 2024Updated 2 years ago