Alternatives and similar repositories for diffusion-for-beginners

Users that are interested in diffusion-for-beginners are comparing it to the libraries listed below

• luping-liu / PNDM
  The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)
  ☆345Updated 2 years ago
• nv-tlabs / GENIE
  GENIE: Higher-Order Denoising Diffusion Solvers
  ☆95Updated last year
• Kinyugo / consistency_models
  A mini-library for training consistency models.
  ☆248Updated last year
• rosinality / denoising-diffusion-pytorch
  Implementation of Denoising Diffusion Probabilistic Models in PyTorch
  ☆389Updated 3 years ago
• VSehwag / minimal-diffusion
  A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)
  ☆293Updated last year
• cloneofsimo / consistency_models
  Unofficial Implementation of Consistency Models in pytorch
  ☆259Updated 2 years ago
• Michedev / DDPMs-Pytorch
  Implementation of various DDPM papers to understand how they work
  ☆89Updated 6 months ago
• kpandey008 / DiffuseVAE
  Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
  ☆376Updated 3 years ago
• tqch / v-diffusion-torch
  PyTorch Implementation of V-objective Diffusion Probabilistic Models with Classifier-free Guidance
  ☆32Updated last year
• ChenWu98 / unified-generative-zoo
  [ICCV 2023] https://arxiv.org/abs/2210.05559
  ☆122Updated 2 years ago
• cvpr2023-tutorial-diffusion-models / papers
  ☆211Updated 2 years ago
• alsdudrla10 / DG
  Official repo for Discriminator Guidance.
  ☆165Updated 8 months ago
• vedantroy / improved-ddpm-pytorch
  Implementation of "Improved Denoising Diffusion Probabilistic Models" in Pytorch
  ☆39Updated 3 years ago
• azad-academy / denoising-diffusion-model
  A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
  ☆220Updated 2 years ago
• qsh-zh / deis
  [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator
  ☆158Updated 2 years ago
• ericl122333 / PatchDiffusion-Pytorch
  Code for the Paper "Improving Diffusion Model Efficiency Through Patching"
  ☆114Updated last year
• NVlabs / LSGM
  The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)
  ☆365Updated 3 years ago
• vvvm23 / vqvae-2
  PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"
  ☆161Updated 2 years ago
• junhsss / consistency-models
  A Toolkit for OpenAI's Consistency Models.
  ☆207Updated 2 years ago
• jychoi118 / P2-weighting
  CVPR 2022
  ☆150Updated last year
• sunlin-ai / diffusion_tutorial
  diffusion generative model
  ☆197Updated 3 years ago
• forever208 / DDPM-IP
  [ICML 2023] official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"
  ☆119Updated 6 months ago
• samb-t / unleashing-transformers
  Code for the ECCV 2022 paper "Unleashing Transformers"
  ☆185Updated 2 years ago
• pesser / pytorch_diffusion
  PyTorch reimplementation of Diffusion Models
  ☆569Updated 2 years ago
• arpitbansal297 / Universal-Guided-Diffusion
  ☆497Updated 2 years ago
• mmathew23 / improved_edm
  Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"
  ☆95Updated last year
• nv-tlabs / CLD-SGM
  Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
  ☆197Updated last year
• thu-ml / DPM-Solver-v3
  Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)
  ☆125Updated last year
• NVlabs / I2SB
  ☆332Updated 2 years ago
• louaaron / Reflected-Diffusion
  [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)
  ☆158Updated last year