Alternatives and similar repositories for FlowMatching

Users that are interested in FlowMatching are comparing it to the libraries listed below

• Jhomanik / Optimal-Flow-Matching
  The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)
  ☆86Updated 8 months ago
• machinestein / GNOT
  Pytorch implementation of "Neural Optimal Transport with General Cost Functionals" (ICLR 2024)
  ☆18Updated 11 months ago
• apple / ml-agm
  ☆44Updated last year
• sangyun884 / fast-ode
  Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023
  ☆86Updated 6 months ago
• facebookresearch / SOC-matching
  Code release for "Stochastic Optimal Control Matching"
  ☆36Updated last year
• lebellig / discrete-fm
  Educational implementation of the Discrete Flow Matching paper
  ☆106Updated last year
• microsoft / soc-fine-tuning-sd
  Reward fine-tuning for Stable Diffusion models based on stochastic optimal control, including Adjoint Matching
  ☆40Updated 2 months ago
• facebookresearch / generalized-schrodinger-bridge-matching
  code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).
  ☆75Updated last year
• apple / ml-tarflow
  ☆266Updated 8 months ago
• lazaratan / meta-flow-matching
  Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
  ☆59Updated 5 months ago
• ngushchin / LightSB
  Pytorch implementation of "Light Schrödinger Bridge" (ICLR 2024)
  ☆58Updated last year
• lebellig / flow-matching
  Annotated Flow Matching paper
  ☆200Updated 11 months ago
• juliusberner / sde_sampler
  Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)
  ☆65Updated 5 months ago
• SKholkin / LightSB-Matching
  Light and Optimal Schrödinger Bridge Matching (ICML 2024) official PyTorch implementation
  ☆44Updated last year
• enhuiz / langevin-dynamics-and-score-matching
  A demo shows how to combine Langevin dynamics with score matching for generative models.
  ☆39Updated 4 years ago
• Newbeeer / stf
  Code for ICLR 2023 Paper, "Stable Target Field for Reduced Variance Score Estimation in Diffusion Models”
  ☆76Updated 2 years ago
• sangyun884 / rfpp
  The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024
  ☆119Updated 10 months ago
• masa-ue / AlignInversePro
  Inference-Time Alignment in Protein Diffusion Models
  ☆42Updated 7 months ago
• yuanzhi-zhu / mini_edm
  Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist
  ☆55Updated last year
• necludov / wl-mechanics
  ☆31Updated last year
• mmathew23 / improved_edm
  Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"
  ☆95Updated last year
• ozekri / SEPO
  Code for the paper: "Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods"
  ☆27Updated 3 months ago
• louaaron / Reflected-Diffusion
  [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)
  ☆157Updated last year
• qsh-zh / gDDIM
  [ICLR'23 Spotlight] gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic
  ☆49Updated last year
• vdutor / neural-diffusion-processes
  Neural Diffusion Processes
  ☆81Updated last year
• kvfrans / jax-flow
  Flow-matching algorithms in JAX
  ☆101Updated last year
• DoronHav / WassersteinFlowMatching
  ☆29Updated 2 weeks ago
• YangLing0818 / consistency_flow_matching
  Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"
  ☆237Updated 7 months ago
• min-hieu / Tutorial_4
  A Tutorial for Diffusion Models
  ☆57Updated 2 years ago
• varun-ml / diffusion-models-tutorial
  Experiment with diffusion models that you can run on your local jupyter instances
  ☆63Updated 10 months ago