Alternatives and similar repositories for Diffusion-Probabilistic-Models

Users that are interested in Diffusion-Probabilistic-Models are comparing it to the libraries listed below

• yang-song / score_sde
  Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
  ☆1,699Updated 2 years ago
• ermongroup / ncsn
  Noise Conditional Score Networks (NeurIPS 2019, Oral)
  ☆731Updated last year
• google-research / vdm
  ☆321Updated 2 years ago
• ermongroup / ncsnv2
  The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
  ☆309Updated 4 years ago
• acids-ircam / diffusion_models
  A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
  ☆696Updated 2 years ago
• yang-song / score_sde_pytorch
  PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
  ☆1,962Updated last year
• pesser / pytorch_diffusion
  PyTorch reimplementation of Diffusion Models
  ☆561Updated 2 years ago
• NVlabs / edm
  Elucidating the Design Space of Diffusion-Based Generative Models (EDM)
  ☆1,733Updated last year
• NVlabs / LSGM
  The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)
  ☆365Updated 3 years ago
• arpitbansal297 / Cold-Diffusion-Models
  Official implementation of Cold-Diffusion for different transformations in pytorch.
  ☆1,088Updated 2 years ago
• VSehwag / minimal-diffusion
  A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)
  ☆289Updated 10 months ago
• azad-academy / denoising-diffusion-model
  A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
  ☆216Updated 2 years ago
• TeaPearce / Conditional_Diffusion_MNIST
  Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.
  ☆779Updated last year
• rosinality / denoising-diffusion-pytorch
  Implementation of Denoising Diffusion Probabilistic Models in PyTorch
  ☆385Updated 3 years ago
• Newbeeer / pfgmpp
  Code for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"
  ☆376Updated last year
• ermongroup / ddim
  Denoising Diffusion Implicit Models
  ☆1,674Updated 11 months ago
• tqch / ddpm-torch
  Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)
  ☆214Updated 11 months ago
• ermongroup / sliced_score_matching
  Code for reproducing results in the sliced score matching paper (UAI 2019)
  ☆147Updated 5 years ago
• Newbeeer / Poisson_flow
  Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models" (PFGM)
  ☆865Updated 2 years ago
• MishaLaskin / vqvae
  A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)
  ☆779Updated 2 years ago
• NVlabs / denoising-diffusion-gan
  Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804
  ☆744Updated 2 years ago
• addtt / variational-diffusion-models
  PyTorch implementation of Variational Diffusion Models.
  ☆88Updated last year
• toshas / torch-fidelity
  High-fidelity performance metrics for generative models in PyTorch
  ☆1,103Updated last year
• kpandey008 / DiffuseVAE
  Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
  ☆372Updated 2 years ago
• JTT94 / diffusion_schrodinger_bridge
  PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.
  ☆177Updated 3 years ago
• Kinyugo / consistency_models
  A mini-library for training consistency models.
  ☆246Updated last year
• w86763777 / pytorch-ddpm
  Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models
  ☆590Updated last year
• DPS2022 / diffusion-posterior-sampling
  Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"
  ☆525Updated 2 years ago
• bahjat-kawar / ddrm
  [NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
  ☆640Updated 2 years ago
• gnobitab / RectifiedFlow
  Official Implementation of Rectified Flow (ICLR2023 Spotlight)
  ☆1,346Updated last year