ML Anthology

TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models

Haocheng Huang, Jiaxin Chen, Jinyang Guo, Ruiyi Zhan, Yunhong Wang
AAAI 2025 pp. 17404-17412
doi:10.1609/AAAI.V39I16.33913 /aaai/2025/huang2025aaai-tcaq/
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Cite

Text

Huang et al. "TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I16.33913

Markdown

[Huang et al. "TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/huang2025aaai-tcaq/) doi:10.1609/AAAI.V39I16.33913

BibTeX

@inproceedings{huang2025aaai-tcaq,
  title     = {{TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models}},
  author    = {Huang, Haocheng and Chen, Jiaxin and Guo, Jinyang and Zhan, Ruiyi and Wang, Yunhong},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {17404-17412},
  doi       = {10.1609/AAAI.V39I16.33913},
  url       = {https://mlanthology.org/aaai/2025/huang2025aaai-tcaq/}
}