diffusion

Helios: Real Real-Time Long Video Generation Model

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

[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!

Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation

[ECCV 2024] The official implementation of paper "BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion"

[ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

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

Model compression toolkit engineered for enhanced usability, comprehensiveness, and efficiency.

PALLAIDIUM — a generative AI movie studio, seamlessly integrated into the Blender Video Editor (VSE), enabling end-to-end production from script to screen and back.

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

Scalable and memory-optimized training of diffusion models

Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.

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

[ECCV 2026] MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE

Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Includes MLX Core macOS app with chat, agent mode, and tool calling.

Official implementation for the paper "Full-Order Sampling-Based MPC for Torque-Level Locomotion Control via Diffusion-Style Annealing". DIAL-MPC is a novel sampling-based MPC framework for legged robot full-order torque-level control with both precision and agility in a training-free manner.

List of Molecular and Material design using Generative AI and Deep Learning

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

An Open-Sourced LLM-empowered Foundation TTS System

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

[CVPR 2025 Highlight🔥] Identity-Preserving Text-to-Video Generation by Frequency Decomposition

Latent Point Diffusion Models for 3D Shape Generation

Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025) , UltraViCo (ICLR 2026) and UltraImage

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Kandinsky 5.0: A family of diffusion models for Video & Image generation

[TMLR 2025🔥] A survey for the autoregressive models in vision.

Diffusion attentive attribution maps for interpreting Stable Diffusion.

rCM & Causal-rCM: Leading and Unified Algorithms/Infrastructures for Bidirectional/Autoregressive Video Diffusion Distillation at Scale

Simple and readable code for training and sampling from diffusion models

[CVPR 2024] FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation