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

👔IMAGDressing👔: Interactive Modular Apparel Generation for Virtual Dressing. It enables customizable human image generation with flexible garment, pose, and scene control, ensuring high fidelity and garment consistency for virtual try-on.

Rich-Text-to-Image Generation

AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation

Colab notebook for Stable Diffusion Hyper-SDXL.

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

Faster generation with text-to-image diffusion models.

Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models"

[NeurIPS-2023] Annual Conference on Neural Information Processing Systems

Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step

🔥 [CVPR2024] Official implementation of "Self-correcting LLM-controlled Diffusion Models (SLD)

Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.

[NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"

LTX-Video Support for ComfyUI

🔥🔥🔥A curated list of papers on recent diffusion-based high-resolution image and video synthesis works.

[NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion

[NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".

Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)

The largest multilingual image-text classification dataset. It contains fashion products.