sbyebss / variational_wgf
[ICML2022] Variational Wasserstein gradient flow
☆20Updated 2 years ago
Alternatives and similar repositories for variational_wgf:
Users that are interested in variational_wgf are comparing it to the libraries listed below
- Code release for "Stochastic Optimal Control Matching"☆30Updated 6 months ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆14Updated 3 months ago
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆31Updated 2 years ago
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆22Updated 2 years ago
- Code repository for Particle Denoising Diffusion Sampler☆12Updated 10 months ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆51Updated 6 months ago
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆23Updated last year
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆81Updated 3 years ago
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆56Updated 5 months ago
- Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)☆136Updated 3 years ago
- ☆32Updated 8 months ago
- ☆16Updated 2 years ago
- ☆25Updated last year
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆47Updated 2 years ago
- Implementation of Action Matching☆38Updated last year
- A minimalist implementation of score-based diffusion model☆122Updated 3 years ago
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆97Updated 10 months ago
- ☆127Updated last year
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆54Updated 11 months ago
- ☆13Updated last year
- ☆22Updated 2 years ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆37Updated 4 years ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆31Updated 2 months ago
- Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport (Official Implementation)☆16Updated 9 months ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆38Updated 2 years ago
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆20Updated 11 months ago
- [Neurips 2021]Diffusion Normalizing Flow (DiffFlow)☆117Updated last year
- Neural Diffusion Processes☆76Updated 6 months ago