ELLA: Enhancing Text-to-Image Models with Large Language Models for Dense Prompt Understanding
ELLA equips diffusion models with Large Language Models to improve text alignment and comprehension for dense prompts.
ELLA: Enhancing Text-to-Image Models with Large Language Models for Dense Prompt Alignment
ELLA equips diffusion models with Large Language Models to improve text alignment for dense prompts.
Navigating Text-To-Image Customization: LyCORIS Fine-Tuning and Model Evaluation
This paper introduces LyCORIS, an open-source library offering diverse fine-tuning methodologies for Stable Diffusion models. It emphasizes the importance of a comprehensive evaluation framework to bridge the gap between research innovations and practical application.
ELLA: Enhancing Text-to-Image Models with Large Language Models for Dense Prompt Alignment
The author introduces ELLA, a method that integrates Large Language Models to improve text alignment in diffusion models without the need for additional training. The Timestep-Aware Semantic Connector (TSC) dynamically adapts semantic features from LLM to enhance prompt comprehension.
