lebellig / discrete-fmLinks
Educational implementation of the Discrete Flow Matching paper
☆92Updated 9 months ago
Alternatives and similar repositories for discrete-fm
Users that are interested in discrete-fm are comparing it to the libraries listed below
Sorting:
- The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)☆77Updated 6 months ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆54Updated last year
- Simple Guidance Mechanisms for Discrete Diffusion Models☆43Updated 6 months ago
- Annotated Flow Matching paper☆188Updated 9 months ago
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆272Updated 5 months ago
- Code for the paper https://arxiv.org/abs/2402.04997☆78Updated last year
- Code for the paper https://arxiv.org/abs/2205.14987v2☆53Updated last year
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆161Updated 4 months ago
- PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.☆170Updated 3 years ago
- Official Code for Paper "Think While You Generate: Discrete Diffusion with Planned Denoising" [ICLR 2025]☆67Updated 2 months ago
- Official PyTorch implementation for "Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations"☆40Updated last year
- ☆223Updated 2 years ago
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆61Updated 2 years ago
- Official Jax Implementation of MD4 Masked Diffusion Models☆106Updated 3 months ago
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆221Updated 5 months ago
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆114Updated 8 months ago
- Code for the paper: "Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods"☆22Updated last month
- ☆114Updated last year
- A general framework for inference-time scaling and steering of diffusion models with arbitrary rewards.☆155Updated last week
- ☆205Updated 6 months ago
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆62Updated 3 months ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆71Updated last year
- Light and Optimal Schrödinger Bridge Matching (ICML 2024) official PyTorch implementation☆41Updated 10 months ago
- code for "Riemannian Flow Matching on General Geometries".☆232Updated last year
- Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data" (ICLR…☆49Updated 3 weeks ago
- ☆152Updated last year
- Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)☆18Updated 3 months ago
- ☆31Updated 11 months ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆94Updated last year
- A PyTorch implementation of Bayesian flow networks (Graves et al., 2023).☆26Updated last year