kksniak / metric-flow-matching
Official implementation of Metric Flow Matching (NeurIPS 2024)
☆27Updated 2 months ago
Alternatives and similar repositories for metric-flow-matching:
Users that are interested in metric-flow-matching are comparing it to the libraries listed below
- ☆31Updated 8 months ago
- Code release for "Stochastic Optimal Control Matching"☆30Updated 5 months ago
- Implementation of Action Matching☆38Updated last year
- ☆19Updated last year
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆38Updated 2 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆53Updated 10 months ago
- ☆19Updated last month
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆47Updated 2 years ago
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- [ICML2022] Variational Wasserstein gradient flow☆19Updated 2 years ago
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆22Updated 2 years ago
- ☆96Updated 8 months ago
- Code for https://arxiv.org/abs/2406.04329☆56Updated last month
- ☆17Updated last year
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆36Updated 4 years ago
- Code for the paper https://arxiv.org/abs/2205.14987v2☆47Updated 9 months ago
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆80Updated 2 years ago
- Official implementation of Deep Momentum Schrödinger Bridge☆22Updated last year
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆54Updated 9 months ago
- ☆122Updated 11 months ago
- Educational implementation of the Discrete Flow Matching paper☆74Updated 5 months ago
- A PyTorch implementation of Bayesian flow networks (Graves et al., 2023).☆24Updated last year
- ☆16Updated 2 years ago
- Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.☆18Updated 2 months ago
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆56Updated 5 months ago
- ☆13Updated last year
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆31Updated last month
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated 11 months ago
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆20Updated 10 months ago
- Code for the paper https://arxiv.org/abs/2402.04997☆65Updated 11 months ago