GitHub topics: denoising-diffusion

Repositories

DavisMeee/LighTDiff

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

Language: Python - Size: 3.38 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 25 - Forks: 1

HKUDS/RecDiff

[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"

Language: Python - Size: 14.9 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 76 - Forks: 4

SuperMedIntel/MedSegDiff

Medical Image Segmentation with Diffusion Model

Language: Python - Size: 3.69 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 1,246 - Forks: 181

lucidrains/equiformer-diffusion

Implementation of Denoising Diffusion for protein design, but using the new Equiformer (successor to SE3 Transformers) with some additional improvements

Size: 2.93 KB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 4

lucidrains/recurrent-interface-network-pytorch

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

Language: Python - Size: 731 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 204 - Forks: 15

archinetai/audio-diffusion-pytorch-trainer

Trainer for audio-diffusion-pytorch

Language: Python - Size: 264 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 129 - Forks: 22

archinetai/audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

Language: Python - Size: 245 KB - Last synced at: 25 days ago - Pushed at: about 2 years ago - Stars: 2,045 - Forks: 175

lucidrains/bit-diffusion

Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch

Language: Python - Size: 75.2 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 346 - Forks: 18

lucidrains/alphafold3-pytorch

Implementation of Alphafold 3 from Google Deepmind in Pytorch

Language: Python - Size: 13.6 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1,433 - Forks: 185

lucidrains/lumiere-pytorch

Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch

Language: Python - Size: 1.15 MB - Last synced at: 28 days ago - Pushed at: 11 months ago - Stars: 275 - Forks: 13

lucidrains/med-seg-diff-pytorch

Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space

Language: Python - Size: 248 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 227 - Forks: 27

rosinality/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

Language: Python - Size: 5.09 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 379 - Forks: 45

AgamChopra/Diffusion-generator

Diffusion based generative model to synthesize 2d images from random noise using iterative denoising.

Language: Python - Size: 265 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

hkproj/pytorch-ddpm

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

Language: Jupyter Notebook - Size: 3.56 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 60 - Forks: 10

lucidrains/ddpm-ipa-protein-generation

Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined in the paper "Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models"

Language: Python - Size: 10.7 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 89 - Forks: 8

lucidrains/diffusion-policy

Implementation of Diffusion Policy, Toyota Research's supposed breakthrough in leveraging DDPMs for learning policies for real-world Robotics

Language: Python - Size: 1.02 MB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 106 - Forks: 2

lucidrains/multimodal-dit-pytorch

Implementation of a multimodal diffusion transformer in Pytorch

Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 101 - Forks: 1

chao1224/GeoSSL

GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)

Language: Python - Size: 731 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 46 - Forks: 2

lucidrains/chroma-pytorch

Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch

Language: Python - Size: 4.97 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 158 - Forks: 23

faverogian/simpleDiffusion

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

Language: Python - Size: 241 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 15 - Forks: 3

Zhaozixiang1228/MMIF-DDFM

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

Language: Python - Size: 6.18 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 220 - Forks: 21

lucidrains/neural-plexer-pytorch

Implementation of Nvidia's NeuralPlexer, for end-to-end differentiable design of functional small-molecules and ligand-binding proteins, in Pytorch

Language: Python - Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 3

deepmancer/medseg-diffusion

A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 9 - Forks: 2

affromero/NTIRE22_Inpainting

NTIRE 2022 - Image Inpainting Challenge

Language: Jupyter Notebook - Size: 101 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 46 - Forks: 5

lucidrains/insertion-deletion-ddpm

Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models

Size: 3.91 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 30 - Forks: 2

lucidrains/flexible-diffusion-modeling-videos-pytorch

Implementation of the video diffusion model and training scheme presented in the paper, Flexible Diffusion Modeling of Long Videos, in Pytorch

Size: 294 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 84 - Forks: 2

lucidrains/holodeck-pytorch

Implementation of a holodeck, written in Pytorch

Language: Python - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 1

tqch/ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

Language: Python - Size: 266 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 162 - Forks: 32

taehoon-yoon/Diffusion

PyTorch implementation for DDPM & DDIM

Language: Python - Size: 94 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 0

michelhilg/data-synthesis

This GitHub repository showcases my bachelor thesis which is focused on exploring the application and comparison of various deep generative models for synthetic image augmentation in manufacturing domain.

Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Mehdi-Letafati/DDPM-for-HWI-Comm

Denoising diffusion probabilistic models for hardware-impaired communications

Language: Jupyter Notebook - Size: 1.44 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

vita-epfl/DePOSit

[ICRA 2023] Official implementation of "A generic diffusion-based approach for 3D human pose prediction in the wild".

Language: Python - Size: 1.19 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 44 - Forks: 14

hmdolatabadi/denoising_diffusion

Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)

Language: Python - Size: 21 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 87 - Forks: 12

sn2727/denoising-diffusion-mnist

Training and sampling from a denoising diffusion model on the MNIST dataset

Language: Python - Size: 35.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

fork123aniket/Denoising-Diffusion-Probabilistic-Model-from-Scratch

Implementation of Denoising Diffusion Probabilistic Model from Scratch for Image Generation Task in PyTorch

Language: Python - Size: 617 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 6.92 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0