antonioterpin / jkonet-starLinks
JAX implementation of the JKOnet* architecture presented in "Learning Diffusion at Lightspeed".
☆35Updated 9 months ago
Alternatives and similar repositories for jkonet-star
Users that are interested in jkonet-star are comparing it to the libraries listed below
Sorting:
- ☆198Updated last year
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆52Updated 3 years ago
- Neural Optimal Transport with Lagrangian Costs☆60Updated 7 months ago
- Code release for "Stochastic Optimal Control Matching"☆39Updated last year
- Flow-matching algorithms in JAX☆112Updated last year
- ☆35Updated last week
- Official implementation of Deep Momentum Schrödinger Bridge☆27Updated 2 years ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆41Updated last year
- Neural Diffusion Processes☆81Updated last year
- Implementation of Action Matching☆49Updated 2 years ago
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆40Updated 3 years ago
- Collecting research materials on neural samplers with diffusion/flow models☆59Updated 5 months ago
- code for "Riemannian Flow Matching on General Geometries".☆277Updated last year
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆57Updated 4 months ago
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆70Updated 9 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆66Updated last year
- [ICML2022] Variational Wasserstein gradient flow☆24Updated 3 years ago
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆88Updated 3 years ago
- [ICLR 2022] Path integral sampler☆52Updated 2 years ago
- ☆31Updated last year
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆84Updated last year
- Free-form flows are a generative model training a pair of neural networks via maximum likelihood☆50Updated 6 months ago
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆23Updated 3 years ago
- ☆21Updated 10 months ago
- A parallel ODE solver for PyTorch☆273Updated last year
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆108Updated last year
- Score-based generative models for compact manifolds☆117Updated last year
- ☆26Updated 2 years ago
- Optimal Transport for Machine Learners☆42Updated last month
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆192Updated 10 months ago