ccr-cheng / statistical-flow-matchingLinks
Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.
☆33Updated 9 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☆91Updated last year
- ☆118Updated last year
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆26Updated 10 months ago
- Simple Guidance Mechanisms for Discrete Diffusion Models☆50Updated 8 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆59Updated 4 months ago
- Aligned Diffusion Schroedinger Bridges (UAI 2023)☆32Updated last year
- ☆31Updated 2 months ago
- Practically and asymptotically accurate conditional sampling from diffusion generative models without conditional training☆46Updated 9 months ago
- ☆13Updated last year
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆46Updated last week
- Code for the paper https://arxiv.org/abs/2205.14987v2☆55Updated last year
- Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold☆59Updated 5 months ago
- Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"☆59Updated 3 months ago
- Score-based generative models for compact manifolds☆114Updated last year
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆62Updated last year
- ☆34Updated last year
- Educational implementation of the Discrete Flow Matching paper☆106Updated last year
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆33Updated 10 months ago
- ☆20Updated 6 months ago
- A PyTorch implementation of Bayesian flow networks (Graves et al., 2023).☆27Updated last year
- Dirichlet Diffusion Score Model for Biological Sequence Generation.☆56Updated 6 months ago
- ☆12Updated 3 months ago
- code for "Riemannian Flow Matching on General Geometries".☆251Updated last year
- ☆31Updated last year
- This is the official code release for Bayesian Flow Networks.☆291Updated last year
- ☆30Updated 2 years ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆36Updated 8 months ago
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆83Updated 3 years ago
- Code for our paper "Unlocking Guidance for Discrete State-Space Diffusion and Flow Models"☆26Updated 4 months ago
- Inference-Time Alignment in Protein Diffusion Models☆42Updated 7 months ago