AaronHavens / FlowMatchingLinks
A repo where I play with conditional flow approaches for learning time-varying vector-fields.
☆23Updated last year
Alternatives and similar repositories for FlowMatching
Users that are interested in FlowMatching are comparing it to the libraries listed below
Sorting:
- The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)☆99Updated 11 months ago
- PyTorch implementation of Shortcut Models [Frans, 2025] with little modification☆61Updated 4 months ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆83Updated last year
- ☆168Updated 2 months ago
- My take on Flow Matching☆85Updated 10 months ago
- Light and Optimal Schrödinger Bridge Matching (ICML 2024) official PyTorch implementation☆50Updated last year
- ☆303Updated 11 months ago
- Pytorch implementation of "Neural Optimal Transport with General Cost Functionals" (ICLR 2024)☆18Updated last year
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆128Updated last year
- ☆23Updated 10 months ago
- Flash Attention Triton kernel with support for second-order derivatives☆116Updated last month
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆37Updated last year
- Implementation of a multimodal diffusion transformer in Pytorch☆107Updated last year
- Annotated Flow Matching paper☆222Updated last year
- Educational implementation of the Discrete Flow Matching paper☆126Updated last year
- ☆14Updated last year
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆68Updated 3 weeks ago
- A Tutorial for Diffusion Models☆60Updated 2 years ago
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆88Updated 9 months ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆64Updated last year
- [ICLR'23 Spotlight] gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic☆49Updated 2 years ago
- Reward fine-tuning for Stable Diffusion models based on stochastic optimal control, including Adjoint Matching☆55Updated 6 months ago
- [NeurIPS 2025] Official repository for "Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling"☆181Updated last month
- Pytorch implementation of "Light Schrödinger Bridge" (ICLR 2024)☆62Updated last year
- ☆44Updated last year
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆70Updated 8 months ago
- Flow-matching algorithms in JAX☆112Updated last year
- Code release for "Stochastic Optimal Control Matching"☆39Updated last year
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆400Updated last week
- Discrete Flow Matching implemented in PyTorch☆31Updated 8 months ago