DC-Gen: Accelerating Diffusion Models with Compressed Latent Space

News

• [2025/6] 🔥 DC-AE 1.5 is accepted by ICCV 2025!

Getting Started

conda create -n dc_gen python=3.10
conda activate dc_gen
pip install -U -r requirements.txt

Content

Deep Compression Autoencoder

• [ICLR 2025] DC-AE 1.0: Getting Started, Website
• [ICCV 2025] DC-AE 1.5: Getting Started, Website, AE Demo, T2I Demo

Contact

Han Cai

Reference

@article{chen2024deep,
  title={Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models},
  author={Chen, Junyu and Cai, Han and Chen, Junsong and Xie, Enze and Yang, Shang and Tang, Haotian and Li, Muyang and Lu, Yao and Han, Song},
  journal={arXiv preprint arXiv:2410.10733},
  year={2024}
}

@article{chen2025dc,
  title={DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space},
  author={Chen, Junyu and Zou, Dongyun and He, Wenkun and Chen, Junsong and Xie, Enze and Han, Song and Cai, Han},
  journal={arXiv preprint arXiv:2508.00413},
  year={2025}
}