ccr-cheng / statistical-flow-matching
Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.
☆26Updated 6 months ago
Alternatives and similar repositories for statistical-flow-matching
Users that are interested in statistical-flow-matching are comparing it to the libraries listed below
Sorting:
- Code for the paper https://arxiv.org/abs/2402.04997☆77Updated last year
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆53Updated last month
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆21Updated 6 months ago
- ☆109Updated last year
- Practically and asymptotically accurate conditional sampling from diffusion generative models without conditional training☆45Updated 5 months ago
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆35Updated 6 months ago
- ☆13Updated last year
- Official implementation of Deep Momentum Schrödinger Bridge☆25Updated last year
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆61Updated 2 months ago
- Educational implementation of the Discrete Flow Matching paper☆88Updated 8 months ago
- ☆19Updated 3 months ago
- Aligned Diffusion Schroedinger Bridges (UAI 2023)☆32Updated last year
- ☆32Updated 11 months ago
- Simple Guidance Mechanisms for Discrete Diffusion Models☆37Updated 5 months ago
- Code for the paper https://arxiv.org/abs/2205.14987v2☆49Updated last year
- Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"☆49Updated this week
- ☆33Updated 10 months ago
- Score-based generative models for compact manifolds☆110Updated last year
- A PyTorch implementation of Bayesian flow networks (Graves et al., 2023).☆25Updated last year
- Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold☆56Updated 2 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆57Updated last year
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆84Updated 3 years ago
- ☆142Updated last year
- ☆33Updated last month
- Implementation of Action Matching☆41Updated last year
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆23Updated last year
- ☆28Updated 2 years ago
- Official Jax Implementation of MD4 Masked Diffusion Models☆78Updated 2 months ago
- code for "Riemannian Flow Matching on General Geometries".☆224Updated last year
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆31Updated last year