flow-matching

There are 2 repositories under flow-matching topic.

• Matcha-TTS

  shivammehta25 / Matcha-TTS

  [ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

  deep-learningflow-matchingmachine-learningnon-autoregressiveprobabilisticprobabilistic-machine-learningtext-to-speechttstts-apitts-enginesdiffusion-modeldiffusion-models
  Language:Jupyter Notebook 561

• CompVis / zigma

  A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

  diffusion-modelsflow-matchingmambastate-space-modelstochastic-interpolantzigma
  Language:Python 241

• p0p4k / pflowtts_pytorch

  Unofficial implementation of NVIDIA P-Flow TTS paper

  deep-learningpflowpytorchtext-to-speechttsflow-matching
  Language:Python 204

• VinAIResearch / LFM

  Official PyTorch implementation of the paper: Flow Matching in Latent Space

  diffusion-modelsflow-matchinggenerative-modelsvision-transformerlatent-spaceconditional-normalizing-flows
  Language:Python 170
• FoldFlow

  DreamFold / FoldFlow

  FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation

  flow-matchingoptimal-transportprotein-generation
  Language:Jupyter Notebook 150

• PlayVoice / Grad-SVC

  Diffusion Singing Voice Conversion based on Grad-TTS from HuaWei

  diff-svcdiffusionsvcvits-svcvoice-changegrad-ttsvitsvits2flow-matching
  Language:Python 121

• lucidrains / rectified-flow-pytorch

  Implementation of rectified flow and some of its followup research / improvements in Pytorch

  artificial-intelligencedeep-learningflow-matchingrectified-flow
  Language:Python 120

• YangLing0818 / consistency_flow_matching

  Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"

  diffusion-modelsflow-matchingimage-generation
  Language:Python 119

• smsharma / minified-generative-models

  Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

  consistency-modelsdiffusion-modelsflow-matchinggenerative-modelsminifiedneural-compressionnormalizing-flowsvariational-autoencoder
  Language:Jupyter Notebook 114

• CompVis / fm-boosting

  FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)

  diffusion-modelsflow-matchingstable-diffusionsuper-resolution
  112

• Dunni3 / FlowMol

  Mixed continous/categorical flow-matching model for de novo molecule generation.

  computational-biologycomputational-chemistrydrug-designdrug-discoveryflow-matchinggenerative-modelgraph-neural-networksmachine-learning
  Language:Python 48

• EDAPINENUT / ppflow

  This repository is the official code source of PPFlow: Target-Aware Peptide Design with Torsional Flow Matching (ICML2024)

  drug-designflow-matchinggenerative-aigenerative-modelpeptide
  Language:Python 42

• nguyenngocbaocmt02 / BOSS

  [ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models

  data-free-knolwedge-distillationflow-matchingode-solver
  Language:Python 28

• dongzhuoyao / uspace

  An official pytorch implementation of AAAI 2024 paper "Latent Space Editing in Transformer-based Flow Matching"

  diffusion-modelsflow-matchingimage-editingstochastic-interpolant
  Language:Python 22

• leffff / FlowModels

  The aim of this repository is to test and implement Flow-Matching-based models

  diffusionflow-matchinginverse-problems
  Language:Jupyter Notebook 17

• caetas / GenerativeZoo

  Model Zoo for Generative Models.

  artificial-intelligencedeep-learningdiffusion-modelsgenerative-adversarial-networkgenerative-modelscore-based-generative-modelingvariational-autoencodersflow-matchingnormalizing-flows
  Language:Python 13

• dongzhuoyao / motionfm

  A pytorch implementation of paper "Motion Flow Matching for Human Motion Synthesis and Editing"

  diffusion-modelsflow-matchinghuman-motion-generation
  Language:Python 13

• ewencedr / particle_fm

  Easily train and evaluate multiple generative models on various particle physics datasets

  diffusion-modelsflow-matchingparticle-physicspoint-cloudsgenerative-modelsanomaly-detectioncontinuous-normalizing-flowsdeep-learningpytorch-lightning
  Language:Python 9

• leffff / euler-scheduler

  My implementation Diffusers-like Scheduler for performing Euler Method on Conditional Flow Matching models

  diffusioneuler-methodflow-matching
  Language:Python 7

• 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.

  flow-matchinggenerative-model
  Language:Python 6

• dongzhuoyao / flowseq

  An official pytorch implementation of EACL2024 short paper "Flow Matching for Conditional Text Generation in a Few Sampling Steps"

  diffusion-modelflowflow-matching
  Language:Python 5

• radiradev / flowmatching-bdt

  Implementation of flow matching on tabular data using XGBoost

  diffusionflow-matchingtabular-dataxgboost
  Language:Python 5

• ccr-cheng / cfm-scheduler

  Implement different schedulers for flow matching models

  flow-matching
  Language:Python 4

• Anshumaan-Chauhan02 / Guided-Flow-Matching

  Utilized attention incorporated UNet model for conditional image generation using Flow Matching with Conditional Optimal Transport Objective

  flow-matchingimage-generationtext-to-imageattention-mechanismoptimal-transport
  Language:Jupyter Notebook 3

• ArchiMickey / Just-a-DiT

  A repo of a modified version of Diffusion Transformer

  diffusion-modelsdiffusion-transformerflow-matching
  Language:Python 2

• Fatlonder / tinyfusers

  inference engine for diffusion models

  diffusionflow-matchinginference-engine
  Language:Python 2

• uhh-pd-ml / EPiC-FM

  EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)

  continuous-normalizing-flowsdeep-learningdiffusion-modeldiffusion-modelsflow-matchinggenerative-aigenerative-modellightningparticle-physicsphysics
  Language:Python 2

• uhh-pd-ml / LHCO_EPiC-FM

  Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)

  anomaly-detectioncontinuous-normalizing-flowsdiffusion-modelsflow-matchinggenerative-modelpoint-cloud
  Language:Jupyter Notebook 2

• aleksandrinvictor / flow-matching

  Simple reimplementation of Flow Matching for Generative Modeling (https://arxiv.org/abs/2210.02747) paper in PyTorch

  computer-visiondeep-learningflow-matchinggenerative-modelpytorch-implementation
  Language:Python 1