aleksandrinvictor / flow-matchingLinks
Simple reimplementation of Flow Matching for Generative Modeling (https://arxiv.org/abs/2210.02747) paper in PyTorch
☆13Updated 10 months ago
Alternatives and similar repositories for flow-matching
Users that are interested in flow-matching are comparing it to the libraries listed below
Sorting:
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆221Updated 5 months ago
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆314Updated last week
- Annotated Flow Matching paper☆188Updated 9 months ago
- The aim of this repository is to test and implement Flow-Matching-based models☆96Updated 5 months ago
- ☆290Updated 8 months ago
- ☆205Updated 6 months ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆54Updated last year
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆272Updated 5 months ago
- The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)☆77Updated 6 months ago
- Unofficial implementation of "Simplifying, Stabilizing & Scaling Continuous-Time Consistency Models" for MNIST☆65Updated 3 months ago
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆114Updated 8 months ago
- Pytorch implementation of "Light Schrödinger Bridge" (ICLR 2024)☆56Updated 10 months ago
- Official code implementation for the work Preference Alignment with Flow Matching (NeurIPS 2024)☆53Updated 7 months ago
- [ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models☆35Updated last year
- Educational implementation of the Discrete Flow Matching paper☆92Updated 10 months ago
- A Pytorch Implementation of Finite Scalar Quantization☆138Updated last year
- Official codebase for "Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis" (https://arxiv.org/abs/2312.03491).☆128Updated 11 months ago
- Implementation of Autoregressive Diffusion in Pytorch☆392Updated 7 months ago
- [ICCV 2025] SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer☆272Updated 5 months ago
- [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need☆229Updated 3 months ago
- Consistency Models Made Easy☆289Updated 8 months ago
- A mini-library for training consistency models.☆244Updated last year
- Official Implementation for Diffusion Models Without Classifier-free Guidance☆130Updated 4 months ago
- [ICCV 2023] Online Clustered Codebook☆173Updated 9 months ago
- Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)☆117Updated last year
- ☆131Updated last year
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆161Updated 4 months ago
- ☆117Updated 2 months ago
- Implementation of a multimodal diffusion transformer in Pytorch☆102Updated last year
- Pytorch Implementation (unofficial) of the paper "Mean Flows for One-step Generative Modeling" by Geng et al.☆477Updated 2 weeks ago