ddpm

There are 130 repositories under ddpm topic.

  • nanoDiffusion

    Train a tiny diffusion model even with cpu. Implemented with Pytorch.

    Language:Python22

  • Diffusion

    PyTorch implementation for DDPM & DDIM

    Language:Python19

  • star-shaped

    Official PyTorch implementation for the paper Star-Shaped Denoising Diffusion Probabilistic Models

    Language:Jupyter Notebook18

  • LighTDiff

    LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion

    Language:Python16

  • MMD-DDM

    Fast Inference in Denoising Diffusion Models via MMD Finetuning

    Language:Python16

  • jax-diffusion

    Implementation of Denoising Diffusion Probabilistic Models (DDPM) in JAX and Flax.

    Language:Python15

  • 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 state-of-the-art generative AI.

    Language:Jupyter Notebook13

  • Land-Diffuser

    The Land-Diffuser is a novel application of the Denoising Diffusion Probabilistic Model (DDPM) in the realm of 3D Talking Head generation from raw audio inputs.

    Language:Python13

  • diffusion-DDPM-pytorch

    This is a pytorch implementation of Denoising Diffusion Probabilistic Models

    Language:Python12

  • Tune-A-VideKO

    한국어 기반 One-shot video tuning with Stable Diffusion

    Language:Jupyter Notebook11

  • simpleDiffusion

    An implementation of 'simple diffusion: End-to-end diffusion for high resolution images' as published by Hoogeboom et al.

    Language:Python10

  • tf-diffusion-scratch

    Implementing a Denoising Diffsuion Probabilistic Model (DDPM) on Tensorflow from scratch for Pokémon sprites synthesis

    Language:Jupyter Notebook10

  • Conditional-Diffusion-Model

    Code for implemeting a conditional DDPM trained on CIFAR10

    Language:Python10

  • flemme

    A flexible and modular learning platform for medical images

    Language:Python9

  • Stable-Diffusion

    🎨"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

    Language:Python9

  • diffusion-demo

    PyTorch denoising diffusion demo

    Language:Jupyter Notebook9

  • guided-text-generation-with-classifier-free-language-diffusion

    Exploring classifier-free guidance in a DDPM language model for text generation towards emotion targets.

    Language:Python9

  • LayerDAG

    code for the paper "LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs"

    Language:Python8

  • TorchDiffusion

    One Diffusion model implementation base on LibTorch

    Language:C++8

  • DDPM

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

    Language:Python7

  • numpy-diffusion

    A numpy Denoising Diffusion Probabilistic Model (DDPM) implementation

    Language:Python7

  • DiffusionModel

    Re-implementating Diffusion model using Pytorch

    Language:Python7

  • generative

    Reproductive implementation Tensorflow 2.0 codes for Generative modeling

    Language:Python7

  • mnist-diffusion

    a simple implementation of ddpm

    Language:Python5

  • Pokemon-Diffusion

    Deep Generative Diffusion Model for Pokemon Generation based on Denoising Probablistic Model (DDPM).

    Language:Jupyter Notebook5

  • stable-dffusion-finetuning-flowers

    A tutorial that guides users through the process of fine-tuning a stable diffusion model using HuggingFace's diffusers library. The tutorial includes advice on suitable hardware requirements, data preparation using the BLIP Flowers Dataset and a Python notebook, and detailed instructions for fine-tuning the model.

    Language:Jupyter Notebook5

  • stable-diffusion

    Detailed explanation for Stable Diffusion

    Language:Jupyter Notebook4

  • Full-dose-Whole-body-PET-Synthesis-from-Low-dose-PET-Using-Consistency-Model

    Full-dose Whole-body PET Synthesis from Low-dose PET using Consistency Model

    Language:Python4

  • MusicDiffusion

    Music synthesis with diffusion model

    Language:Jupyter Notebook4

  • simple-DDPM-annotated

    A simplified DDPM implementation with annotated explanation, for educational purpose

    Language:Python4

  • diffusion_transformer_from_scratch

    从0到1手写基于mnist手写数字数据集的diffusion transformer模型复现

    Language:Python3

  • diffusion_from_scratch

    从0到1手写基于mnist手写数字数据集的diffusion模型复现

    Language:Python3

  • grasping-diffusion

    Diffusion models to generate unconstrained and constrained grasps on 3D objects - Acronym annd CONG dataset

    Language:Jupyter Notebook3

  • Stable-Diffusion-Model

    This repository features a VAE for image enhancement, a Diffusion model for image generation, and CLIP embedding for versatile text and image embeddings, all in PyTorch.

    Language:Python3

  • dsml-thesis

    Code repo for NTUA DSML MSc thesis

    Language:Python3

  • Audio-Diffusion

    Audio Diffusion

    Language:Python3