GitHub topics: flow-matching
egeyavuzcan/diffusion-flow-models-research
A comprehensive collection of research papers and resources on diffusion&flow based models, systematically organized by application and architecture. It highlights cutting-edge advances in flow-guided diffusion techniques for image, video, and multimodal generation.
Size: 1.95 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0
tum-pbs/Diffusion-based-Flow-Prediction
Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"
Language: Jupyter Notebook - Size: 433 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 64 - Forks: 6
lucidrains/transfusion-pytorch
Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI
Language: Python - Size: 34.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,088 - Forks: 50
lucasnewman/f5-tts-mlx
Implementation of F5-TTS in MLX
Language: Python - Size: 706 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 528 - Forks: 57
RobinKa/discrete-flow-matching-pytorch
Discrete Flow Matching implemented in PyTorch
Language: Python - Size: 391 KB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 1
CompVis/depth-fm
[AAAI 2025] DepthFM: Fast Monocular Depth Estimation with Flow Matching
Language: Jupyter Notebook - Size: 4.56 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 560 - Forks: 37
hkchengrex/C2OT
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation
Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 7 - Forks: 1
LouisRouss/DiffuLab
DiffuLab is designed to provide a simple and flexible way to train diffusion models while allowing full customization of its core components.
Language: Python - Size: 636 KB - Last synced at: 4 days ago - Pushed at: 16 days ago - Stars: 26 - Forks: 0
lucidrains/pi-zero-pytorch
Implementation of π₀, the robotic foundation model architecture proposed by Physical Intelligence
Language: Python - Size: 1.25 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 410 - Forks: 18
AngxiaoYue/ReQFlow
🧬 ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation [ICML 2025]
Language: Python - Size: 51.5 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 74 - Forks: 5
shivammehta25/Matcha-TTS
[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
Language: Jupyter Notebook - Size: 57.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 987 - Forks: 128
seichang00/flow-matching-lightning
Implementation of conditional flow matching on MNIST using Pytorch Lightning
Size: 1000 Bytes - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
Dunni3/FlowMol
Mixed continous/categorical flow-matching model for de novo molecule generation.
Language: Python - Size: 1.6 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 102 - Forks: 6
lebellig/flow-matching
Annotated Flow Matching paper
Language: Jupyter Notebook - Size: 290 KB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 182 - Forks: 8
DSL-Lab/MoFlow
[CVPR 2025] MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation Distillation
Language: Python - Size: 113 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 15 - Forks: 0
Lakonik/GMFlow
Gaussian Mixture Flow Matching Models (GMFlow)
Language: Python - Size: 1.9 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 80 - Forks: 2
lucidrains/rectified-flow-pytorch
Implementation of rectified flow and some of its followup research / improvements in Pytorch
Language: Python - Size: 3.41 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 280 - Forks: 16
MAD-SG/generative-ai-start-to-surrender
Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models
Language: Jupyter Notebook - Size: 329 MB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 3 - Forks: 0
lebellig/discrete-fm
Educational implementation of the Discrete Flow Matching paper
Language: Jupyter Notebook - Size: 69.3 MB - Last synced at: 14 days ago - Pushed at: 9 months ago - Stars: 85 - Forks: 6
FireRedTeam/FireRedTTS
An Open-Sourced LLM-empowered Foundation TTS System
Language: Python - Size: 2.45 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 671 - Forks: 54
ml-jku/LaM-SLidE
Code for the paper LaM-SLidE - Latent Space Modeling of Spatial Dynamical Systems via Linked Entities
Language: Python - Size: 27.1 MB - Last synced at: 6 days ago - Pushed at: 29 days ago - Stars: 6 - Forks: 0
lucasnewman/f5-tts-swift
Implementation of F5-TTS in Swift using MLX
Language: Swift - Size: 245 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 63 - Forks: 10
gmongaras/Latent_Diffusion_Model_Imagenet2012
A latent flow-based diffusion model trained on the 2012 ImageNet dataset from scratch.
Language: Python - Size: 16.4 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 7 - Forks: 1
CompVis/zigma
A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)
Language: Python - Size: 30.8 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 303 - Forks: 21
CompVis/fm-boosting
FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)
Language: Python - Size: 107 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 227 - Forks: 5
keishihara/flow-matching
Flow Matching implemented in PyTorch
Language: Python - Size: 307 MB - Last synced at: 30 days ago - Pushed at: 4 months ago - Stars: 27 - Forks: 3
caetas/GenerativeZoo
Model Zoo for Generative Models.
Language: Python - Size: 5.77 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 26 - Forks: 2
g4vrel/CFM
A minimal PyTorch implementation of Flow Matching for Generative Modeling.
Language: Python - Size: 2.11 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0
HRI-EU/flow_matching
Affordance-based Robot Manipulation with Flow Matching
Language: Shell - Size: 73.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 128 - Forks: 9
chao1224/AssembleFlow
Code for AssembleFlow, ICLR 2025
Language: Python - Size: 406 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 5 - Forks: 1
lucasnewman/e2-tts-mlx
Implementation of E2-TTS, "Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS", in MLX
Language: Python - Size: 536 KB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 20 - Forks: 3
PlayVoice/Grad-SVC
Diffusion Singing Voice Conversion based on Grad-TTS from HuaWei
Language: Python - Size: 2.25 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 144 - Forks: 14
dongzhuoyao/motionfm
A pytorch implementation of paper "Motion Flow Matching for Human Motion Synthesis and Editing"
Language: Python - Size: 3.63 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 1
Pengchengpcx/FTEdit
[CVPR2025] Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing
Size: 10.7 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 0
JosefAlbers/e2tts-mlx
Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS (E2 TTS) in MLX
Language: Python - Size: 2.87 MB - Last synced at: 16 days ago - Pushed at: 7 months ago - Stars: 27 - Forks: 3
EDAPINENUT/ppflow
This repository is the official code source of PPFlow: Target-Aware Peptide Design with Torsional Flow Matching (ICML2024)
Language: Python - Size: 19.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 68 - Forks: 14
G-U-N/Rectified-Diffusion
[ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need
Language: Python - Size: 44.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 189 - Forks: 6
BioinfoMachineLearning/MULTICOM_ligand
Comprehensive ensembling of protein-ligand structure and affinity prediction methods (CASP16)
Language: Jupyter Notebook - Size: 94.2 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 0
lazaratan/meta-flow-matching
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Language: Python - Size: 11.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 46 - Forks: 5
declare-lab/TangoFlux
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching
Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 664 - Forks: 59
CompVis/discrete-interpolants
The official implementation of "[MASK] is All You Need"
Language: Jupyter Notebook - Size: 801 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 109 - Forks: 6
VinAIResearch/DiMSUM
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation (NeurIPS 2024)
Language: Python - Size: 282 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 21 - Forks: 1
sitamgithub-MSIT/tangoflux-litserve
Leverage TangoFlux's text-to-audio capabilities using LitServe.
Language: Python - Size: 255 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
dirmeier/consistency-flow-matching
Flow and consistency matching in Flax
Language: Python - Size: 1010 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1
m-wojnar/faster_zdc
Even Faster Simulation of the Zero Degree Calorimeter Responses with Flow Matching
Language: Python - Size: 69.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
dongzhuoyao/uspace
An official pytorch implementation of AAAI 2024 paper "Latent Space Editing in Transformer-based Flow Matching"
Language: Python - Size: 703 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 1
JustinValentine/Sketch_Generation
Guided Flows for generating human-like sketches
Language: Python - Size: 82.6 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
radiradev/flowmatching-bdt
Implementation of flow matching on tabular data using XGBoost
Language: Python - Size: 430 KB - Last synced at: 25 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0
ohayonguy/PMRF
[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
Language: Python - Size: 22.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 588 - Forks: 33
FedeAi/flow-matching
Unlock smooth and continuous data generation for robotics with Flow Matching! Transform simple noise into precise, fluid robot actions and revolutionize your robotics workflows.
Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
YangLing0818/consistency_flow_matching
Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"
Language: Python - Size: 9.27 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 177 - Forks: 5
leffff/FlowModels
The aim of this repository is to test and implement Flow-Matching-based models
Language: Jupyter Notebook - Size: 68.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 64 - Forks: 3
lebellig/jax-fm
Minimal implementation of flow matching with JAX
Language: Jupyter Notebook - Size: 3.56 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0
JBris/sbi-epidemiology
Simulation based inference for epidemiology
Language: HTML - Size: 836 KB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0
VinAIResearch/LFM
Official PyTorch implementation of the paper: Flow Matching in Latent Space
Language: Python - Size: 443 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 233 - Forks: 10
p0p4k/pflowtts_pytorch
Unofficial implementation of NVIDIA P-Flow TTS paper
Language: Python - Size: 10.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 219 - Forks: 33
jy0205/Pyramid-Flow
Code of Pyramidal Flow Matching for Efficient Video Generative Modeling
Language: Python - Size: 929 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2,612 - Forks: 258
Jhomanik/Optimal-Flow-Matching
The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)
Language: Jupyter Notebook - Size: 61.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 16 - Forks: 0
DreamFold/FoldFlow
FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation
Language: Jupyter Notebook - Size: 85.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 188 - Forks: 10
BurgerAndreas/sfm
Flow Matching beyond Gaussian distributions for faster training and inference
Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
ccr-cheng/statistical-flow-matching
Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.
Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 0
ewencedr/particle_fm
Easily train and evaluate multiple flow matching generative models on various particle physics datasets
Language: Python - Size: 91.5 MB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 9 - Forks: 0
uhh-pd-ml/LHCO_EPiC-FM
Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)
Language: Jupyter Notebook - Size: 473 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0
uhh-pd-ml/EPiC-FM
EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)
Language: Python - Size: 66.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0
aleksandrinvictor/flow-matching
Simple reimplementation of Flow Matching for Generative Modeling (https://arxiv.org/abs/2210.02747) paper in PyTorch
Language: Python - Size: 95.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
leffff/euler-scheduler
My implementation Diffusers-like Scheduler for performing Euler Method on Conditional Flow Matching models
Language: Python - Size: 9.37 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0
ArchiMickey/Just-a-DiT
A repo of a modified version of Diffusion Transformer
Language: Python - Size: 6.62 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
ccr-cheng/cfm-scheduler
Implement different schedulers for flow matching models
Language: Python - Size: 45.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0
Whalefishin/Latent_Flow_Matching_MNIST
A minimal example for training a flow matching model in a pretrained VAE's latent space to generate MNIST digits.
Language: Python - Size: 217 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
smsharma/minified-generative-models
Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc
Language: Jupyter Notebook - Size: 12 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 5
dongzhuoyao/flowseq
An official pytorch implementation of EACL2024 short paper "Flow Matching for Conditional Text Generation in a Few Sampling Steps"
Language: Python - Size: 1.05 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
nguyenngocbaocmt02/BOSS
[ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models
Language: Python - Size: 914 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 0
Anshumaan-Chauhan02/Guided-Flow-Matching
Utilized attention incorporated UNet model for conditional image generation using Flow Matching with Conditional Optimal Transport Objective
Language: Jupyter Notebook - Size: 3.18 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 2
