ddpm

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

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

Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech

A Euclidean diffusion model for structure-based drug design.

A minimal implementation of diffusion models for text generation

Creating a diffusion model from scratch in PyTorch to learn exactly how they work.

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.

PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs

IDDM (Industrial, landscape, animate, latent diffusion), support LDM, DDPM, DDIM, PLMS, webui and distributed training. Pytorch实现扩散模型，生成模型，分布式训练

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.

CVPR Workshop paper - AnoDDPM: Anomaly Detection with Denoising Diffusion Probabilistic Models using Simplex Noise