thomassutter / MoPoE
Code release for ICLR 2021 paper "Generalised Multimodal ELBO"
☆38Updated 2 years ago
Alternatives and similar repositories for MoPoE:
Users that are interested in MoPoE are comparing it to the libraries listed below
- Code for comparison of multimodal VAE models☆28Updated last year
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Updated last year
- Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence☆18Updated 2 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated 11 months ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆66Updated last year
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆72Updated 2 weeks ago
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Updated 2 years ago
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆16Updated last year
- Contrastive Variational Autoencoders☆64Updated 6 years ago
- VAEs and nonlinear ICA: a unifying framework☆47Updated 5 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆51Updated 3 years ago
- ☆34Updated last month
- Multimodal Mixture-of-Experts VAE☆200Updated last year
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 3 years ago
- ☆17Updated 9 months ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆21Updated last year
- ☆15Updated 3 years ago
- an end to end framework for analyzing fMRI time-series data (4D) using transformers☆46Updated 3 years ago
- Pre-trained Transformer on Brain Signals☆25Updated last year
- An implementation of Deep Generalized Canonical Correlation Analysis (DGCCA or Deep GCCA) with pytorch.☆49Updated 4 years ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆45Updated last year
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 3 months ago
- ☆37Updated 4 years ago
- ☆59Updated last year
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆27Updated 9 months ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆19Updated last year
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models☆19Updated last year
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆13Updated 5 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆36Updated last month