Alternatives and similar repositories for stochastic-interpolants

Users that are interested in stochastic-interpolants are comparing it to the libraries listed below

• yuyang-shi / dsbm-pytorch
  PyTorch Implementation of Diffusion Schrodinger Bridge Matching
  ☆190Updated 9 months ago
• JTT94 / diffusion_schrodinger_bridge
  PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.
  ☆186Updated 4 years ago
• J-zin / Awesome-Diffusion-Flow-Samplers
  Collecting research materials on neural samplers with diffusion/flow models
  ☆59Updated 5 months ago
• juliusberner / sde_sampler
  Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)
  ☆70Updated 8 months ago
• facebookresearch / generalized-schrodinger-bridge-matching
  code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).
  ☆82Updated last year
• oxcsml / riemannian-score-sde
  Score-based generative models for compact manifolds
  ☆116Updated last year
• AaltoML / generative-inverse-heat-dissipation
  Code release for the paper Generative Modeling With Inverse Heat Dissipation
  ☆79Updated 2 years ago
• addtt / variational-diffusion-models
  PyTorch implementation of Variational Diffusion Models.
  ☆103Updated last year
• facebookresearch / riemannian-fm
  code for "Riemannian Flow Matching on General Geometries".
  ☆275Updated last year
• ghliu / SB-FBSDE
  Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022
  ☆87Updated 3 years ago
• lollcat / fab-torch
  Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
  ☆66Updated last year
• yang-song / score_flow
  Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
  ☆151Updated 3 years ago
• kvfrans / jax-flow
  Flow-matching algorithms in JAX
  ☆111Updated last year
• necludov / jam
  Implementation of Action Matching
  ☆48Updated 2 years ago
• andrew-cr / tauLDR
  Code for the paper https://arxiv.org/abs/2205.14987v2
  ☆57Updated last year
• lebellig / discrete-fm
  Educational implementation of the Discrete Flow Matching paper
  ☆126Updated last year
• sony / fp-diffusion
  ☆31Updated last year
• nnaisense / bayesian-flow-networks
  This is the official code release for Bayesian Flow Networks.
  ☆305Updated last year
• GavinKerrigan / functional_diffusion
  ☆26Updated 2 years ago
• google-research / vdm
  ☆328Updated 3 years ago
• dongzhuoyao / awesome-flow-matching
  A summary of related works about flow matching, stochastic interpolants
  ☆609Updated 8 months ago
• Kinyugo / consistency_models
  A mini-library for training consistency models.
  ☆250Updated last year
• kkapusniak / metric-flow-matching
  Official implementation of Metric Flow Matching (NeurIPS 2024)
  ☆56Updated 3 months ago
• min-hieu / Tutorial_4
  A Tutorial for Diffusion Models
  ☆60Updated 2 years ago
• DoronHav / WassersteinFlowMatching
  ☆34Updated 3 months ago
• sail-sg / stde
  Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024
  ☆124Updated last year
• angusphillips / particle_denoising_diffusion_sampler
  Code repository for Particle Denoising Diffusion Sampler
  ☆15Updated last year
• sbyebss / variational_wgf
  [ICML2022] Variational Wasserstein gradient flow
  ☆24Updated 3 years ago
• apple / ml-tarflow
  ☆303Updated 11 months ago
• thu-ml / i-DODE
  Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)
  ☆18Updated 9 months ago