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Diffusion

246 repositories

GLIDE: a diffusion-based text-conditional image synthesis model

Python 3,688 501 Updated Mar 8, 2024
Python 484 43 Updated Jun 30, 2022

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

Python 755 85 Updated Dec 2, 2022

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

Python 8,406 798 Updated Oct 7, 2024

A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.

Python 337 40 Updated Jan 29, 2023

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Python 32,972 6,819 Updated Mar 9, 2026

Denoising Diffusion Implicit Models

Python 1,797 231 Updated Jul 26, 2024

Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

Python 1,376 140 Updated May 3, 2024

[Neurips 2021]Diffusion Normalizing Flow (DiffFlow)

Python 120 13 Updated Sep 13, 2023

Pytorch implementation of TDPM

Python 37 3 Updated Feb 26, 2023

Using pre-trained Diffusion models as priors for inference tasks

Jupyter Notebook 211 11 Updated Feb 9, 2023

[ECCV 2022 & IJCV 2025] Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling

Python 61 4 Updated Mar 18, 2025

PyTorch reimplementation of Diffusion Models

Python 580 52 Updated Jan 15, 2023

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)

Python 461 57 Updated Dec 5, 2022

A collection of resources and papers on Diffusion Models

HTML 12,279 1,013 Updated Aug 1, 2024

Accelerating Diffusion Models via Early Stop of the Diffusion Process

Shell 38 2 Updated May 30, 2022

A latent text-to-image diffusion model

Jupyter Notebook 72,661 10,621 Updated Jun 18, 2024

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Python 1,825 135 Updated Feb 6, 2024

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Jupyter Notebook 2,084 353 Updated Jul 14, 2024

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

Python 156 10 Updated Sep 11, 2022

Official implementation of Cold-Diffusion for different transformations in pytorch.

Python 1,120 82 Updated Oct 13, 2022

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

Python 2,245 197 Updated Aug 20, 2022

Unofficial implementation for the paper 'Improving Diffusion Models for Inverse Problems using Manifold Constraints'[https://arxiv.org/abs/2206.00941]

Jupyter Notebook 12 2 Updated Aug 21, 2022

Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" [CVPR 2022]

Jupyter Notebook 584 43 Updated Jun 4, 2024
Jupyter Notebook 327 26 Updated Sep 20, 2022

PyTorch Implementation of "Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model"

Python 48 4 Updated Nov 27, 2022

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

Python 8,808 774 Updated Dec 10, 2023

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

Jupyter Notebook 1,344 87 Updated Oct 18, 2022

Official implementation of Diffusion Autoencoders

Jupyter Notebook 957 158 Updated Sep 12, 2024