MPQ-DMv2: Flexible Residual Mixed Precision Quantization for Low-Bit Diffusion Models With Temporal Distillation

Weilun Feng, Chuanguang Yang, Haotong Qin, Yuqi Li, Xiangqi Li, Zhulin An, Libo Huang, Boyu Diao, Fuzhen Zhuang, Michele Magno, Yongjun Xu, Yingli Tian, Tingwen Huang

Open source

DOI
10.1109/tpami.2026.3700583
Published
2026-10
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tpami.2026.3700583,
  title = {MPQ-DMv2: Flexible Residual Mixed Precision Quantization for Low-Bit Diffusion Models With Temporal Distillation},
  author = {Weilun Feng and Chuanguang Yang and Haotong Qin and Yuqi Li and Xiangqi Li and Zhulin An and Libo Huang and Boyu Diao and Fuzhen Zhuang and Michele Magno and Yongjun Xu and Yingli Tian and Tingwen Huang},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3700583},
  url = {https://doi.org/10.1109/tpami.2026.3700583}
}

RIS

TY  - JOUR
TI  - MPQ-DMv2: Flexible Residual Mixed Precision Quantization for Low-Bit Diffusion Models With Temporal Distillation
AU  - Weilun Feng
AU  - Chuanguang Yang
AU  - Haotong Qin
AU  - Yuqi Li
AU  - Xiangqi Li
AU  - Zhulin An
AU  - Libo Huang
AU  - Boyu Diao
AU  - Fuzhen Zhuang
AU  - Michele Magno
AU  - Yongjun Xu
AU  - Yingli Tian
AU  - Tingwen Huang
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3700583
UR  - https://doi.org/10.1109/tpami.2026.3700583
ER  - 

APA

Feng, W., Yang, C., Qin, H., Li, Y., Li, X., An, Z., Huang, L., Diao, B., Zhuang, F., Magno, M., Xu, Y., Tian, Y., & Huang, T. (2026). MPQ-DMv2: Flexible Residual Mixed Precision Quantization for Low-Bit Diffusion Models With Temporal Distillation. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3700583

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