MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models

Weilun Feng, Haotong Qin, Chuanguang Yang, Zhulin An, Libo Huang, Boyu Diao, Fei Wang, Renshuai Tao, Yongjun Xu, Michele Magno

AAAI 2025 pp. 16595-16603

doi:10.1609/AAAI.V39I16.33823 /aaai/2025/feng2025aaai-mpq/

AAAI Semantic Scholar

Cite

Text

Feng et al. "MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I16.33823

Markdown

[Feng et al. "MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/feng2025aaai-mpq/) doi:10.1609/AAAI.V39I16.33823

BibTeX

@inproceedings{feng2025aaai-mpq,
  title     = {{MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models}},
  author    = {Feng, Weilun and Qin, Haotong and Yang, Chuanguang and An, Zhulin and Huang, Libo and Diao, Boyu and Wang, Fei and Tao, Renshuai and Xu, Yongjun and Magno, Michele},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {16595-16603},
  doi       = {10.1609/AAAI.V39I16.33823},
  url       = {https://mlanthology.org/aaai/2025/feng2025aaai-mpq/}
}