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Projects in Awesome Lists tagged with ddpm

A curated list of projects in awesome lists tagged with ddpm .

https://github.com/janspiry/image-super-resolution-via-iterative-refinement

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

ddpm diffusion-probabilistic image-generation pytorch super-resolution

Last synced: 14 May 2025

https://github.com/Janspiry/Image-Super-Resolution-via-Iterative-Refinement

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

ddpm diffusion-probabilistic image-generation pytorch super-resolution

Last synced: 25 Mar 2025

https://github.com/janspiry/palette-image-to-image-diffusion-models

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

ddp ddpm diffusion-model image-restoration implementation pytorch

Last synced: 16 May 2025

https://github.com/lucidrains/video-diffusion-pytorch

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

artificial-intelligence ddpm deep-learning text-to-video video-generation

Last synced: 14 Apr 2025

https://github.com/leondgarse/keras_cv_attention_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

attention clip coco ddpm detection imagenet keras model recognition segment-anything stable-diffusion tensorflow tf tf2 visualizing

Last synced: 08 Apr 2025

https://github.com/w86763777/pytorch-ddpm

Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models

ddpm pytorch reproducible

Last synced: 11 Feb 2026

https://github.com/jaketae/storyteller

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

ddpm diffusion-models gpt image-generation natural-language-generation pytorch stable-diffusion text-to-image text-to-speech text-to-video video-generation

Last synced: 05 Apr 2025

https://github.com/gmongaras/diffusion_models_from_scratch

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

classifier-free-guidance ddim ddpm diffusion-models imagenet pytorch

Last synced: 16 May 2025

https://github.com/gmongaras/Diffusion_models_from_scratch

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

classifier-free-guidance ddim ddpm diffusion-models imagenet pytorch

Last synced: 27 Mar 2025

https://github.com/kpandey008/DiffuseVAE

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

controllable-generation ddpm diffusion-models generative-model latent-variable-models vae

Last synced: 03 Apr 2025

https://inbarhub.github.io/DDPM_inversion/

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

ddpm editing generative-model inversion latent-space text-guided-image-editing text-guided-image-manipulation

Last synced: 27 Mar 2025

https://github.com/inbarhub/DDPM_inversion

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

ddpm editing generative-model inversion latent-space text-guided-image-editing text-guided-image-manipulation

Last synced: 27 Mar 2025

https://github.com/lmxyy/sige

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

acceleration conditional-gan conditional-gans ddim ddpm diffusion-models gans gaugan image-editing progressive-distillation sparse sparse-convolution

Last synced: 16 Jun 2025

https://github.com/keonlee9420/diffsinger

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

ddpm diffsinger diffusion diffusion-models english fastspeech neural-tts non-autoregressive pytorch singing-voice speech-synthesis text-to-speech tts

Last synced: 01 Jun 2026

https://github.com/chairc/integrated-design-diffusion-model

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

aigc ddim ddpm diffusion-models distributed-training plms pytorch

Last synced: 16 May 2025

https://github.com/johndpope/Emote-hack

Emote Portrait Alive - using ai to reverse engineer code from white paper. (abandoned)

attention ddpm denoise diffusion-models unet

Last synced: 29 Apr 2025

https://github.com/linxueyuanstdio/pytorch-ddpm

500 行代码实现降噪扩散模型 DDPM，干净无依赖

classifier-free ddpm pytorch

Last synced: 15 May 2025

https://github.com/Julian-Wyatt/AnoDDPM

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

anomaly-detection computer-vision cvpr ddpm dl medical segmentation

Last synced: 14 Mar 2025

https://barquerogerman.github.io/BeLFusion/

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

belfusion ddim ddpm deep-learning diffusion generative-models human-motion-generation human-motion-prediction iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch

Last synced: 23 Apr 2025

https://github.com/BarqueroGerman/BeLFusion

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

belfusion ddim ddpm deep-learning diffusion generative-models human-motion-generation human-motion-prediction iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch

Last synced: 23 Apr 2025

https://github.com/michedev/ddpms-pytorch

Implementation of various DDPM papers to understand how they work

ddpm deep-learning generative-model pytorch

Last synced: 09 Apr 2025

https://github.com/hkproj/pytorch-ddpm

Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch

ddpm denoising-diffusion diffusion-models paper-implementations pytorch pytorch-implementation study-notes

Last synced: 06 May 2025

https://github.com/byrkbrk/conditional-ddpm

A simple PyTorch implementation of conditional denoising diffusion probabilistic models (DDPM) on MNIST, Fashion-MNIST, and Sprite datasets

conditional-diffusion ddpm diffusion-models fashion-mnist generative-model mnist pytorch sprite

Last synced: 06 May 2025

https://github.com/sail-sg/d-trak

Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)

attribution data-attribution data-centric-ai data-valuation ddpm diffusion-models influence-functions interpretability stable-diffusion

Last synced: 07 Jul 2025

https://github.com/AshishKumar4/FlaxDiff

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

ai-research attention ddim ddpm deep-learning diffusion diffusion-models distributed-training edm flax generative-ai image-generation image2image jax karras machine-learning score-based-generative-modeling stable-diffusion tensorflow unet

Last synced: 06 Sep 2025

https://github.com/tum-pbs/dgn4cfd

Official implementation of Diffusion Graph Networks (DGNs)

ddpm fluid-dynamics graph-neural-networks

Last synced: 17 Mar 2026

https://github.com/graph-com/layerdag

[ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs

autoregressive-models dataflows ddpm directed-acyclic-graph generative-model graph-generation graph-neural-networks intermediate-representation pytorch synthetic-data-generation

Last synced: 27 Jul 2025

https://github.com/esmail-ibraheem/stable-diffusion-pytorch

🎨"Denoising Diffusion Probabilistic Models" paper implementation. a stable diffusion engine: using pytorch as a backend and fastAPI as frontend using javascript, and slo providing gradio interface

ddpm generative-model machine-learning paper-implementations pytorch

Last synced: 19 Aug 2025

https://github.com/kimrass/ddpm

PyTorch implementation of 'DDPM' (Ho et al., 2020) and training it on CelebA 64×64

celeba ddpm frechet-inception-distance inception-score pytorch

Last synced: 01 Apr 2025

https://github.com/mad-sg/generative-ai-start-to-surrender

Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models

continuous-normalizing-flows ddpm diffusion energy-based-model flow-matching gan generative-ai nerf pytorch rectified-flow score-matching stylegan vae vae-pytorch

Last synced: 23 Aug 2025

https://github.com/vinesmsuic/simple-ddpm-annotated

A simplified DDPM implementation with annotated explanation, for educational purpose

ddpm diffusion diffusion-models pytorch

Last synced: 06 Mar 2026

https://github.com/parham1998/simple_diffusion_model

Implementation of a simple Diffusion model on Sprite dataset with PyTorch library

ddim ddpm diffusion diffusion-models generative-models pytorch u-net

Last synced: 24 Apr 2026

https://github.com/amirhosein2c/mip-ddpm

How To Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-Angle Maximum Intensity Projections and Diffusion Models

biomedical-image-processing biomedical-image-segmentation ddpm diffusion-models metastatic-cancer-detection pet-imaging psma python pytorch

Last synced: 09 Mar 2026

https://github.com/kimrass/sdedit

PyTorch implementation of 'SDEdit' (Meng et al., 2021) from scratch and applying it to 'DDPM' on CelebA at 64 × 64

celeba ddpm image-quantization implementation median-filter pytorch sdedit

Last synced: 01 May 2026

https://github.com/drawcodeboy/ddpm

Denoising Diffusion Probabilistic Model (DDPM) Implementation (PyTorch)

ddpm diffusion generative-ai python pytorch

Last synced: 20 Apr 2026

https://github.com/pjborowiecki/comp3547-deep-learning

This repository contains my final submission for the COMP3547 Deep Learning module assignment at Durham University in the academic year 2022/2023. The project focuses on diffusion-based models and their application in synthesising new, unique images, which could plausibly come from a training data set. Final grade received was 71/100.

ai cifar-10-dataset ddpm deep-learning denoising-diffusion ffhq-dataset generative-modelling image-generation python pytorch score-matching

Last synced: 01 May 2026

https://github.com/boltzmannentropy/ddpm

Book: The Art and Science of Diffusion Models in Generative AI

ddpm diffusiom diffusion-models genai generative-ai stochastic-differential-equations

Last synced: 26 Jan 2026

https://github.com/msmrexe/pytorch-diffusion-sprites

A PyTorch from-scratch implementation of Denoising Diffusion Probabilistic Models (DDPM) and Denoising Diffusion Implicit Models (DDIM) sampling to generate 16x16 pixel art sprites.

course-project ddim ddpm denoising denoising-diffusion-probabilistic-models diffusion-models generative-models image-generation pytorch u-net university-project

Last synced: 12 May 2026

https://github.com/saniyaabushakimova/ddpm-from-scratch-with-mnist

From-scratch PyTorch implementation of denoising diffusion models on MNIST, including time- and class-conditioned UNets. Explores generative modeling, classifier-free guidance, and visualizes the reverse diffusion process step by step. Tech: Python (pytorch, PIL, imageio, numpy)

ddpm generative-model mnist pytorch unet

Last synced: 19 May 2026

https://github.com/shineiarakawa/patch-based-ddpm

Official PyTorch implementation of the CVPRW 2023 paper

ddpm denoising-diffusion-models diffusion-model memory-efficient patch-based

Last synced: 16 Jul 2025

https://github.com/kisonho/torchmanager-diffusion

The torchmanager implementation for diffusion models.

ddpm diffusion-models pytorch torchmanager

Last synced: 14 Aug 2025

https://github.com/guntas-13/srip2024

Repo for all the SRIP 2024 work at CVIG Lab IITGN under Prof. Shanmuganathan Raman

ddpm diffusion-model diffusion-models gan gan-inversion generative-adversarial-network generative-model image-compression variational-autoencoder

Last synced: 25 Mar 2025

https://github.com/louis-alexandre-laguet/diffusion_model

This repository contains multiple implementations of Diffusion Models, starting from the Denoising Diffusion Probabilistic Model (DDPM) and progressing to its conditional version (CDM). The project explores image generation by reversing the diffusion and denoising processes.

ai cdm ddpm deep-learning diffusion-models generative-models image-generation

Last synced: 05 Apr 2025

https://github.com/es7/ddpm-from-scratch

In this repository, I have created the Diffusion Model using UNet Architecture, provided the code for building it from scratch, and demonstrated how to train it.

computer-vision ddpm deep-learning diffusion-models llm machine-learning

Last synced: 03 Apr 2025

https://github.com/andraniksargsyan/edufusion

DIY Stable Diffusion 1.5 implementation with minimal dependencies.

ddim ddpm diy educational latent-diffusion ldm stable-diffusion

Last synced: 27 Apr 2026

https://github.com/0-mostafa-rezaee-0/genai_image_tutorial

Step-by-step tutorial to implement DDPM and PGGANs on Chest X-Ray images, addressing imbalanced datasets in medical imaging.

ddpm genai medical-imaging pggan resnet-50 tutorial vgg16

Last synced: 31 Mar 2025