facebookresearch / SOC-matchingLinks
Code release for "Stochastic Optimal Control Matching"
☆39Updated last year
Alternatives and similar repositories for SOC-matching
Users that are interested in SOC-matching are comparing it to the libraries listed below
Sorting:
- ☆31Updated last year
- [ICLR 2022] Path integral sampler☆52Updated 2 years ago
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆52Updated 3 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆66Updated last year
- [ICML2022] Variational Wasserstein gradient flow☆24Updated 3 years ago
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆70Updated 9 months ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆41Updated last year
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆88Updated 3 years ago
- ☆35Updated 8 months ago
- Neural Diffusion Processes☆81Updated last year
- ☆36Updated this week
- Reward fine-tuning for Stable Diffusion models based on stochastic optimal control, including Adjoint Matching☆57Updated 6 months ago
- ☆21Updated 10 months ago
- Implementation of Action Matching for the Schrödinger equation☆25Updated 2 years ago
- JAX implementation of the JKOnet* architecture presented in "Learning Diffusion at Lightspeed".☆35Updated 9 months ago
- ☆31Updated last year
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆26Updated 2 years ago
- Implementing Controlled Monte Carlo Diffusions (ICLR 2024)☆17Updated last year
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆40Updated 3 years ago
- Official implementation of Deep Momentum Schrödinger Bridge☆28Updated 2 years ago
- Flow-matching algorithms in JAX☆112Updated last year
- A minimalist implementation of score-based diffusion model☆129Updated 4 years ago
- ☆41Updated last year
- ☆27Updated 2 years ago
- ☆198Updated last year
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆84Updated last year
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆41Updated 5 years ago
- ☆25Updated last year
- Implementation of Action Matching☆49Updated 2 years ago
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆57Updated 4 months ago