smsharma / consistency-models
Implementation of Consistency Models (Song et al 2023) for few-step image generation in Jax.
☆20Updated last year
Alternatives and similar repositories for consistency-models:
Users that are interested in consistency-models are comparing it to the libraries listed below
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆80Updated last month
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆93Updated last year
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆51Updated last year
- ICML 2023: Reduce, Reuse, Recycle: Composing Energy-Based Diffusion Models with MCMC☆138Updated 5 months ago
- [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)☆158Updated last year
- Code release for the paper Generative Modeling With Inverse Heat Dissipation☆63Updated last year
- [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator☆156Updated 2 years ago
- Improved diffusion generative models with subspaces☆133Updated 2 years ago
- Score-Based Generative Modeling with Critically-Damped Langevin Diffusion☆197Updated last year
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆99Updated 5 months ago
- GENIE: Higher-Order Denoising Diffusion Solvers☆93Updated last year
- Code for ICLR 2023 Paper, "Stable Target Field for Reduced Variance Score Estimation in Diffusion Models”☆72Updated last year
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆59Updated 2 years ago
- [NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"☆55Updated last year
- Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)☆54Updated 2 weeks ago
- [ICLR'23 Spotlight] gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic☆49Updated last year
- ☆44Updated 10 months ago
- Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models☆30Updated 4 months ago
- Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models", ICML 2023 Oral Paper☆29Updated last year
- ☆61Updated 2 years ago
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆145Updated last month
- Repository for the "Gotta Go Fast When Generating Data with Score-Based Models" paper☆104Updated 3 years ago
- [ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"☆52Updated 10 months ago
- ☆145Updated 3 months ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆37Updated 4 years ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆62Updated 11 months ago
- Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)☆17Updated 2 weeks ago
- Educational implementation of the Discrete Flow Matching paper☆78Updated 6 months ago
- Official Implementation of understanding the latent space of diffusion models through the lens of riemannian geometry (NeurIPS 2023)☆84Updated last year
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆196Updated 2 months ago