lebellig / flow-matching
Annotated Flow Matching paper
☆169Updated 5 months ago
Alternatives and similar repositories for flow-matching:
Users that are interested in flow-matching are comparing it to the libraries listed below
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆244Updated last week
- Educational implementation of the Discrete Flow Matching paper☆76Updated 5 months ago
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆250Updated 3 weeks ago
- A summary of related works about flow matching, stochastic interpolants☆384Updated 6 months ago
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆191Updated last month
- A mini-library for training consistency models.☆235Updated last year
- ☆117Updated 2 months ago
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆138Updated last year
- The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)☆60Updated 2 months ago
- ☆366Updated 2 months ago
- code for "Riemannian Flow Matching on General Geometries".☆199Updated 11 months ago
- ☆212Updated last year
- Consistency Models Made Easy☆260Updated 4 months ago
- PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.☆159Updated 3 years ago
- ☆127Updated last year
- Implementation of Autoregressive Diffusion in Pytorch☆354Updated 3 months ago
- This is the official code release for Bayesian Flow Networks.☆265Updated 7 months ago
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆474Updated 11 months ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆56Updated 10 months ago
- [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)☆157Updated last year
- ☆263Updated 4 months ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆92Updated last year
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆94Updated 4 months ago
- Minimal Implementation of a D3PM in pytorch☆195Updated 9 months ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆51Updated last year
- Code for https://arxiv.org/abs/2406.04329☆57Updated 2 months ago
- A curated list for awesome discrete diffusion models resources.☆230Updated 2 weeks ago
- ICML 2023: Reduce, Reuse, Recycle: Composing Energy-Based Diffusion Models with MCMC☆137Updated 4 months ago
- Code for Fast Training of Diffusion Models with Masked Transformers☆388Updated 9 months ago
- Score-based generative models for compact manifolds☆107Updated last year