Popular GitHub Repositories for Diffusion Models

A collection of resources and papers on Diffusion Models

[NeurIPS 2024 Best Paper][GPT beats diffusion?] [scaling laws in visual generation?] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

Taming Stable Diffusion for Lip Sync!

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

Diffusion model papers, survey, and taxonomy

[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

[CSUR] A Survey on Video Diffusion Models

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

OneDiff: An out-of-the-box acceleration library for diffusion models.

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

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

Autoregressive Model Beats Diffusion: ? Llama for Scalable Image Generation

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

collection of diffusion model papers categorized by their subareas

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)