jackgoffinet / poe-vae
A modular implementation of product of experts VAEs for multimodal data
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for poe-vae
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆34Updated 2 years ago
- Code for Diff-SCM paper☆94Updated last year
- Multimodal Mixture-of-Experts VAE☆192Updated last year
- Contrastive Variational Autoencoders☆61Updated 5 years ago
- Modular and intuitive Hypernetworks in Pytorch☆32Updated 11 months ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆60Updated 11 months ago
- Code for comparison of multimodal VAE models☆26Updated 7 months ago
- C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification☆43Updated last year
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆91Updated 8 months ago
- Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence☆18Updated 2 years ago
- ☆27Updated 9 months ago
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆29Updated last year
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆26Updated 2 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆48Updated 2 years ago
- Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.☆46Updated 3 months ago
- 🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervi…☆124Updated last year
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆54Updated 4 months ago
- ☆19Updated 2 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆58Updated 2 years ago
- Deep Generative Learning via Schrödinger Bridge☆20Updated 3 years ago
- Causal Variational AutoEncoders☆26Updated 4 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated last year
- ☆64Updated last year
- Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper…☆52Updated this week
- Code accompanying paper: Meta-Learning to Improve Pre-Training☆37Updated 3 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆37Updated last year
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆61Updated 2 weeks ago
- This repository holds the code for the paper "Deep Conditional Gaussian Mixture Model forConstrained Clustering".☆29Updated 2 years ago
- ☆95Updated 2 weeks ago
- ☆11Updated last year