#Diffusion-models
Showing 60 of 253 repositories tagged #diffusion-models, ranked by stars
High-Resolution 3D Assets Generation with Large Scale Hunyuan3D Diffusion Models.
A collection of resources and papers on Diffusion Models
HunyuanVideo: A Systematic Framework For Large Video Generation Model
Official repository for LTX-Video
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
Production ready toolkit to run AI locally
[NeurIPS 2024 Best Paper Award][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!
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
Taming Stable Diffusion for Lip Sync!
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
《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。
AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.
A unified inference and post-training framework for accelerated video generation.
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
A general fine-tuning kit geared toward image/video/audio diffusion models.
Implementation of papers in 100 lines of code.
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.
A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation
[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
Scalable and memory-optimized training of diffusion models
Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion
High quality training free inpaint for every stable diffusion model. Supports ComfyUI
[CVPR2024, Highlight] Official code for DragDiffusion
Paint by Example: Exemplar-based Image Editing with Diffusion Models
Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.
A Flow Matching-based Text-to-Speech Model with Emoji-driven Style Control
Official implementation of the paper: "FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models"
[CVPR 2024] PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIA，你的个性化图像动画生成器，利用文本提示将图像变为奇妙的动画
[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free
Official implementation of Diffusion Autoencoders
[ICLR 2026] A Training-free Iterative Framework for Long Story Visualization
Official repo for VideoComposer: Compositional Video Synthesis with Motion Controllability
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
[ECCV 2026] Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery
MindSpore + 🤗Huggingface: Run any Transformers/Diffusers model on MindSpore with seamless compatibility and acceleration.
App showcasing multiple real-time diffusion models pipelines with Diffusers
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions (ICCV 2023)
[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++
[CVPR 2024] GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models
A curated list of 3D Vision papers relating to Robotics domain in the era of large models i.e. LLMs/VLMs, inspired by awesome-computer-vision, including papers, codes, and related websites
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
[CVPR 2024] Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models, a no lighting baked texture generative model
Rich-Text-to-Image Generation
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
[ICML 2024] MagicPose(also known as MagicDance): Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion
[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.
A collection of awesome text-to-image generation studies.
[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
[CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
Colab Notebooks covering deep learning tools for biomolecular structure prediction and design
[ICML 2025] Official PyTorch Implementation of "History-Guided Video Diffusion"
Finetune ModelScope's Text To Video model using Diffusers 🧨