Let us control diffusion models!

Generative Models by Stability AI

High-Resolution Image Synthesis with Latent Diffusion Models

Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

Official implementation of VQ-Diffusion

Unofficial implementation of "SODA: Bottleneck Diffusion Models for Representation Learning"

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

High-Resolution Image Synthesis with Latent Diffusion Models

[ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"

Open-vocabulary Object Segmentation with Diffusion Models

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Open-Sora: Democratizing Efficient Video Production for All

Official PyTorch implementation of PDAE (NeurIPS 2022)

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)

Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023

A collection of resources and papers on Diffusion Models

Diffusion model papers, survey, and taxonomy

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Official repository for our work on micro-budget training of large-scale diffusion models.