kyg0910 / CI-iVAELinks
☆11Updated 2 years ago
Alternatives and similar repositories for CI-iVAE
Users that are interested in CI-iVAE are comparing it to the libraries listed below
Sorting:
- VAEs and nonlinear ICA: a unifying framework☆49Updated 6 years ago
- VAEs and nonlinear ICA: a unifying framework☆39Updated 5 years ago
- Implementation for the paper 'Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport' (ICL…☆18Updated 10 months ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆22Updated last year
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆33Updated 4 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated 2 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 4 years ago
- ☆18Updated 2 years ago
- This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivale…☆23Updated last year
- The Official PyTorch Implementation of "Poisson Variational Autoencoder" (NeurIPS 2024 Spotlight Paper)☆20Updated 6 months ago
- Disentangled gEnerative cAusal Representation (DEAR)☆62Updated 3 years ago
- ☆22Updated 2 years ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Diffusion Models for Causal Discovery☆88Updated 2 years ago
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆35Updated 4 years ago
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆20Updated 2 years ago
- Contrastive Variational Autoencoders☆71Updated 6 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆70Updated 3 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated last month
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆45Updated 2 years ago
- Implementation of mutual learning model between VAE and GMM.☆28Updated last month
- InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models☆34Updated 8 months ago
- Code for the paper 'Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA' @ Neurips'21☆18Updated 9 months ago
- ☆29Updated 7 months ago
- ☆25Updated last year
- Learning Generative Models across Incomparable Spaces (ICML 2019)☆27Updated 5 years ago
- Code for Optimal Transport for structured data with application on graphs☆102Updated 2 years ago
- ☆24Updated 3 years ago
- ☆31Updated 3 years ago
- A Pytorch implementation of missing data imputation using optimal transport.☆104Updated 4 years ago