diffusion-models

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.

Official Implementation for "A Neural Space-Time Representation for Text-to-Image Personalization" (SIGGRAPH Asia 2023)

[CVPR 2024 Highlight] ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. [ICLR 2024]

learning materials for PyTorch beginners

Official Implementation of VideoDPO

[NeurIPS 2023] Official implementation of SyncDiffusion

The official implementation of the paper titled "StableV2V: Stablizing Shape Consistency in Video-to-Video Editing".

Remove invisible AI watermarks (SynthID, StableSignature, TreeRing) and strip AI metadata from images. Open-source CLI & Python toolkit.

Awesome music generation model——MG²

[CVPR 2025] Official PyTorch implementation of Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability

[ICLR 2025] VideoGrain: This repo is the official implementation of "VideoGrain: Modulating Space-Time Attention for Multi-Grained Video Editing"

PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight

Official Repository of [CVPR'24 Highlight Diffportrait3D: Controllable Diffusion for Zero-Shot Portrait View Synthesis]

Transition Models

Apply LLMs to your data, build personal assistants, and expand your use of LLMs with agents, chains, and memories.

Build your own Face App with Stable Diffusion 2.1

Continuous-Time Distribution Matching for Few-Step Diffusion Distillation👏

Learn Generative AI with PyTorch (Manning Publications, 2024)

Dreambooth implementation based on Stable Diffusion with minimal code.