This repository contains the official implementation of the following paper:
LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation
LDGen integrates large language models (LLMs) into existing text-to-image models, supporting zero-shot multilingual text-to-image generation.
Please consider citing our paper if our code is useful:
@article{li2025ldgen,
title={LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation},
author={Li, Pengzhi and Yu, Pengfei and Liu, Zide and He, Wei and Pan, Xuhao and Rao, Xudong and Wei, Tao and Chen, Wei},
journal={arXiv preprint arXiv:2502.18302},
year={2025}
}