Alternatives and similar repositories for statistical-flow-matching

Users that are interested in statistical-flow-matching are comparing it to the libraries listed below

• andrew-cr / discrete_flow_models
  Code for the paper https://arxiv.org/abs/2402.04997
  ☆88Updated last year
• HannesStark / dirichlet-flow-matching
  ☆118Updated last year
• olsdavis / fisher-flow
  Official implementation of Fisher-Flow Matching (NeurIPS 2024).
  ☆26Updated 9 months ago
• jarridrb / DEM
  Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.
  ☆58Updated 3 months ago
• vsomnath / aligned_diffusion_bridges
  Aligned Diffusion Schroedinger Bridges (UAI 2023)
  ☆32Updated last year
• kksniak / metric-flow-matching
  Official implementation of Metric Flow Matching (NeurIPS 2024)
  ☆45Updated 3 weeks ago
• kuleshov-group / discrete-diffusion-guidance
  Simple Guidance Mechanisms for Discrete Diffusion Models
  ☆47Updated 7 months ago
• martaskrt / fkc-diffusion
  ☆29Updated last month
• andrew-cr / tauLDR
  Code for the paper https://arxiv.org/abs/2205.14987v2
  ☆53Updated last year
• take-koshizuka / NLSB
  ☆20Updated 6 months ago
• lazaratan / meta-flow-matching
  Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
  ☆57Updated 5 months ago
• stepelu / idbm-pytorch
  ☆13Updated last year
• lebellig / discrete-fm
  Educational implementation of the Discrete Flow Matching paper
  ☆98Updated 11 months ago
• blt2114 / twisted_diffusion_sampler
  Practically and asymptotically accurate conditional sampling from diffusion generative models without conditional training
  ☆46Updated 8 months ago
• andrew-cr / jump-diffusion
  ☆34Updated last year
• oxcsml / riemannian-score-sde
  Score-based generative models for compact manifolds
  ☆114Updated last year
• ghliu / SB-FBSDE
  Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022
  ☆84Updated 3 years ago
• necludov / wl-mechanics
  ☆32Updated last year
• lollcat / fab-torch
  Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
  ☆58Updated last year
• jzhoulab / ddsm
  Dirichlet Diffusion Score Model for Biological Sequence Generation.
  ☆55Updated 5 months ago
• juliusberner / sde_sampler
  Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)
  ☆65Updated 4 months ago
• ChenyuWang-Monica / DRAKES
  Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"
  ☆57Updated 2 months ago
• ngushchin / EntropicOTBenchmark
  Entropic Optimal Transport Benchmark (NeurIPS 2023).
  ☆24Updated last year
• JTT94 / diffusion_schrodinger_bridge
  PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.
  ☆178Updated 3 years ago
• masa-ue / SVDD
  Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…
  ☆32Updated 10 months ago
• DenisBless / variational_sampling_methods
  [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".
  ☆35Updated 7 months ago
• facebookresearch / generalized-schrodinger-bridge-matching
  code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).
  ☆73Updated last year
• yuyang-shi / dsbm-pytorch
  PyTorch Implementation of Diffusion Schrodinger Bridge Matching
  ☆170Updated 5 months ago
• facebookresearch / riemannian-fm
  code for "Riemannian Flow Matching on General Geometries".
  ☆247Updated last year
• gcorso / particle-guidance
  Implementation of Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models
  ☆71Updated last year