diffusion-models

Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models (ICLR 2024)

(CVPR 2024) 🧩 TokenCompose: Text-to-Image Diffusion with Token-level Supervision

InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions

NEWTON: Agentic Planning for Physically Grounded Video Generation

[AAAI 2024] The official PyTorch implementation of "Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation"

[TVCG 2026] 🎨 IMAGGarment🎨 : Fine-Grained Garment Generation with Controllable Structure, Color, and Logo. It supports precise and customizable garment synthesis guided by multi-conditions (e.g., sketch, color, logo), achieving high realism and controllability for digital fashion design.

[CVPR 2024] Official repo for "InteractDiffusion: Interaction-Control for Text-to-Image Diffusion Model".

🤗 Unofficial huggingface/diffusers-based implementation of the paper "Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis".

[NeurIPS 2023] PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation

This project aim to share the knowledge and code concerning generative models, including: GAN, Diffusion, VAE.

A Blender add-on for generating free textures using the Stable Diffusion AI text to image model.

[MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"

🚀 [ICLR 2026] SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation

[NeurIPS 2023] Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing

[CVPR 2026] Offical implementation of the paper "HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images".

Consistency Distillation with Target Timestep Selection and Decoupled Guidance

[CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models".

Layout preserving realistic interior design using text and image prompts

A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [ECCV 2024]

Official Implementation of LongLive-RAG: A general retrieval-augmented framework for long video generation.