Popular GitHub Repositories for Text To Image Generation

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

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

Rich-Text-to-Image Generation

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

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

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

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

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

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

[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"

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

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

[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

[IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks

[ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation

A Large-scale Dataset for training and evaluating model's ability on Dense Text Image Generation

Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening

Code for ACM MM'23 paper: LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation

(ECCV 2024) Official implementation of Paper ''DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation''