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

[AAAI 2025]👔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 dressing.

Rich-Text-to-Image Generation

LTX-Video Support for ComfyUI

Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

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

The Paper List of Large Multi-Modality Model (Perception, Generation, Unification), Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insight.

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 impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

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

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

Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

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

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

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

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

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

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