Specialist Diffusion: Plug-and-Play Sample-Efficient Fine-Tuning of Text-to-Image Diffusion Models to Learn Any Unseen Style

Haoming Lu, Hazarapet Tunanyan, Kai Wang, Shant Navasardyan, Zhangyang Wang, Humphrey Shi. Specialist Diffusion: Plug-and-Play Sample-Efficient Fine-Tuning of Text-to-Image Diffusion Models to Learn Any Unseen Style. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023. pages 14267-14276, IEEE, 2023. [doi]

@inproceedings{LuTWNWS23,
  title = {Specialist Diffusion: Plug-and-Play Sample-Efficient Fine-Tuning of Text-to-Image Diffusion Models to Learn Any Unseen Style},
  author = {Haoming Lu and Hazarapet Tunanyan and Kai Wang and Shant Navasardyan and Zhangyang Wang and Humphrey Shi},
  year = {2023},
  doi = {10.1109/CVPR52729.2023.01371},
  url = {https://doi.org/10.1109/CVPR52729.2023.01371},
  researchr = {https://researchr.org/publication/LuTWNWS23},
  cites = {0},
  citedby = {0},
  pages = {14267-14276},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0129-8},
}