LuChengTHU/dpm-solver

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

Language: Python - Size: 63.5 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1,697 - Forks: 128

AspirinCode/papers-for-molecular-design-using-DL

List of Molecular and Material design using Generative AI and Deep Learning

Size: 3.73 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 824 - Forks: 107

ChenWu98/cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

Language: Python - Size: 52.5 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 617 - Forks: 36

JeongJiHeon/ScoreDiffusionModel

The Pytorch Tutorial of Score-based and Diffusion Model

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 329 - Forks: 36

yataobian/awesome-ebm

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

Size: 160 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 304 - Forks: 29

kwonminki/One-sentence_Diffusion_summary

The repo for studying and sharing diffusion models.

Size: 374 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 304 - Forks: 25

yang-song/score_flow

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

Language: Python - Size: 65.4 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 144 - Forks: 24

sangyun884/blur-diffusion

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

Language: Python - Size: 1.9 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 131 - Forks: 8

sangyun884/Diffusion-Models-Seminar

Size: 79.1 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 126 - Forks: 5

ChenWu98/unified-generative-zoo

[ICCV 2023] https://arxiv.org/abs/2210.05559

Language: Python - Size: 17.4 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 120 - Forks: 5

FilippoMB/Diffusion_models_tutorial

Collection of tutorials on diffusion models, step-by-step implementation guide, scripts for generating images with AI, prompt engineering guide, and resources for further learning.

Language: Jupyter Notebook - Size: 58.9 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 117 - Forks: 12

sangyun884/fast-ode

Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023

Language: Python - Size: 1.01 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 79 - Forks: 6

intuitive-robots/MoDE_Diffusion_Policy

[ICLR 25] Code for "Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning"

Language: C++ - Size: 356 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 72 - Forks: 10

20171130/Equivariant-NN-Zoo

A library for building equivariant neural networks and a zoo of implementations & examples.

Language: Python - Size: 204 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 4

giulio98/functional-diffusion-processes

Official code for Continuous-Time Functional Diffusion Processes (NeurIPS 2023).

Language: Python - Size: 4.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 1

homerjed/sbgm

Score-based Diffusion models in JAX.

Language: Python - Size: 13.6 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 1

AdrienC21/CCSD

Combinatorial Complex Score-based Diffusion model using stochastic differential equations

Language: Python - Size: 65.6 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 1

chen-hao-chao/dlsm

[ICLR 2022] Denoising Likelihood Score Matching for Conditional Score-based Data Generation

Language: Python - Size: 8.72 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 2

icon-lab/SSDiffRecon

Official implementation of Self-Supervised Diffusion Model for MRI Reconstruction

Language: Python - Size: 102 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

chen-hao-chao/dlsm-toy

[ICLR 2022] Toy Experiments for Denoising Likelihood Score Matching for Conditional Score-based Data Generation

Language: Python - Size: 1.73 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

sej2020/Diffusion-TS-Storage Fork of ermongroup/CSDI

Metadata-conditional diffusion model for flexible time-series generation. Model + Analysis

Language: Python - Size: 36.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

ChristianLin0420/diffusion-model-universal

A comprehensive PyTorch-based framework for training and experimenting with various diffusion models. This project provides a modular and flexible implementation of multiple diffusion model variants, including DDPM, DDIM, Score-based, and Energy-based models.

Language: Python - Size: 141 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

chen-hao-chao/qcsbm

[ICML 2023] On Investigating the Conservative Property of Score-Based Generative Models

Language: Python - Size: 11.5 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1

intuitive-robots/beso

Official code for "Goal Conditioned Imitation Learning using Score-based Diffusion Policies" [RSS 2023]

Language: Python - Size: 510 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

TheaQG/SBGM_DANRA

A score-based generative model for downscaling of climate variable fields.

Language: Python - Size: 124 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

iamnotpi/NoCaST

A Noise Conditional Score UNet that can generate animal face images.

Language: Python - Size: 51.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

genai-sut/genai-sut.github.io

Deep Generative Models Course Page @ Sharif University of Technology

Language: Vue - Size: 592 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

arun477/stable_diffusion

This is a lightweight reimplementation of the original Stable Diffusion paper on Fashion MNIST dataset.

Language: Jupyter Notebook - Size: 6.79 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mbreuss/consistency_model_toy_task

Unofficial minimal implementation of consistency models (CM) proposed by Song et al. 2023 on a 1D toy task in pytorch

Language: Python - Size: 923 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

tim-kuechler/SemanticSynthesisForScoreBasedModels

Code for my Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models

Language: Python - Size: 1.87 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

tim-kuechler/Bachelor-Thesis

Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models

Language: TeX - Size: 74.1 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0