text-to-image-generation

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

LTX-Video Support for ComfyUI

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

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

[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

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

Liquid: Language Models are Scalable and Unified Multi-modal Generators

Awesome Unified Multimodal Models

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.

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

[CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

Colab notebook for Stable Diffusion Hyper-SDXL.

[CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

Faster generation with text-to-image diffusion models.

Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models" (ICLR2025)

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

🔥 [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.