图像生成

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

[NeurIPS 2025] Image editing is worth a single LoRA! 0.1% training data for fantastic image editing! Surpasses GPT-4o in ID persistence~ MoE ckpt released! Only 4GB VRAM is enough to run!

[ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.

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

[CVPR 2026] Towards Real-Time Diffusion-Based Streaming Video Super-Resolution — An efficient one-step diffusion framework for streaming VSR with locality-constrained sparse attention and a tiny conditional decoder.

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

[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution).

🚀 AI 全自动化视频生成员工 | Your First AIGC Coworker. Chat an Idea. Get a Film. 🦞

HunyuanVideo-I2V: A Customizable Image-to-Video Model based on HunyuanVideo

[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

Tracking and collecting papers/projects/others related to Segment Anything.

MMaDA - Open-Sourced Multimodal Large Diffusion Language Models (dLLMs with block diffusion, mixed-CoT, unified RL)

A curated list of Diffusion Model in RL resources (continually updated)

[ACM MM 2025] FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

[CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

A Flow Matching-based Text-to-Speech Model with Emoji-driven Style Control

Official implementation of "MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling"

We propose Prism, a dynamic sparse attention framework for natively training joint video-audio generation models at 2K.

Multimodal RL training framework for diffusion & omni models

High quality training free inpaint for every stable diffusion model. Supports ComfyUI

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art performance with precise instruction following, high-fidelity generation, superior identity consistency, and seamless multi-element fusion.

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

Scalable and memory-optimized training of diffusion models

[ICCV 2025] 🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning

[TPAMI 2025🔥] MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows

[CVPR 2025 Oral & Best Paper Finalist] Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models

A family of diffusion models for text-to-audio generation.

HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation

PyTorch implementation of MeanFlow & iMF (one-step generative modeling).

Wunjo Make: Face Swap, Lip Sync, Control Remove Objects & Text & Background, Restyling, Audio Separator, Clone Voice, Video Generation. Open Source, Local & Free.

a self-hosted webui for 30+ generative ai

A foundation model that generates synchronized video and audio in a single model

NVIDIA FastGen: Fast Generation from Diffusion Models

A collection of resources on controllable generation with text-to-image diffusion models.

[ICLR 2025 Oral] The official implementation of "Diffusion-Based Planning for Autonomous Driving with Flexible Guidance"

660+ muapi-hosted generative-media models plus community-submitted third-party API tools (SEO, enrichment, social, scraping) — one YAML file per entry, browsable by capability.

🔥 On-Policy Self-Distillation in Diffusion Models

Reverse-engineered the official API for Jimeng/Dreamina’s text-to-image and image-to-image features. Drew inspiration from several experts’ projects and made some tweaks, which significantly improved stability.

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Official implementation of the paper: "FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models"

[ICLR 2026] A Training-free Iterative Framework for Long Story Visualization

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

An all-in-one, 100% local AI video, image, and music studio. Director mode plans full music videos and short films from a single prompt. Built on the WanGP pipeline. Install via Pinokio.

Fix AI pixel art and vector images right in your browser

Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.

MindSpore + 🤗Huggingface: Run any Transformers/Diffusers model on MindSpore with seamless compatibility and acceleration.