LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation

This repository contains the official implementation of the following paper:

LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation

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LDGen integrates large language models (LLMs) into existing text-to-image models, supporting zero-shot multilingual text-to-image generation.

📖 Citation BibTeX

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}
}