Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models

Zhiyao Ren, Yibing Zhan, Liang Ding, Gaoang Wang, Chaoyue Wang, Zhongyi Fan, Dacheng Tao. Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 4667-4675, AAAI Press, 2024. [doi]

@inproceedings{RenZDWWFT24,
  title = {Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models},
  author = {Zhiyao Ren and Yibing Zhan and Liang Ding and Gaoang Wang and Chaoyue Wang and Zhongyi Fan and Dacheng Tao},
  year = {2024},
  doi = {10.1609/aaai.v38i5.28267},
  url = {https://doi.org/10.1609/aaai.v38i5.28267},
  researchr = {https://researchr.org/publication/RenZDWWFT24},
  cites = {0},
  citedby = {0},
  pages = {4667-4675},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}