Jhomanik / Optimal-Flow-MatchingLinks
The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)
☆99Updated 11 months ago
Alternatives and similar repositories for Optimal-Flow-Matching
Users that are interested in Optimal-Flow-Matching are comparing it to the libraries listed below
Sorting:
- Educational implementation of the Discrete Flow Matching paper☆126Updated last year
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆254Updated 10 months ago
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆127Updated last year
- Annotated Flow Matching paper☆222Updated last year
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆88Updated 9 months ago
- An official pytorch implementation of AAAI 2024 paper "Latent Space Editing in Transformer-based Flow Matching"☆50Updated last year
- [ICML 2025] Gaussian Mixture Flow Matching Models (GMFlow)☆165Updated last month
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆320Updated 10 months ago
- Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)☆18Updated 9 months ago
- ☆303Updated 11 months ago
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆64Updated 3 years ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆95Updated last year
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆82Updated last year
- ☆44Updated last year
- [ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models☆37Updated last year
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆64Updated 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
- Official code implementation for the work Preference Alignment with Flow Matching (NeurIPS 2024)☆62Updated last year
- Light and Optimal Schrödinger Bridge Matching (ICML 2024) official PyTorch implementation☆50Updated last year
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆190Updated 9 months ago
- [ICLR'23 Spotlight] gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic☆49Updated 2 years ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆41Updated 5 years ago
- Consistency Models Made Easy☆318Updated last year
- [Neurips 2021]Diffusion Normalizing Flow (DiffFlow)☆119Updated 2 years ago
- ☆164Updated last month
- A mini-library for training consistency models.☆250Updated last year
- ☆154Updated 8 months ago
- [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)☆158Updated 2 years ago
- Official Pytorch repository for "Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective", where FPS (Fi…☆48Updated last year