Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations

Yu-Hui Chen, Raman Sarokin, Juhyun Lee, Jiuqiang Tang, Chuo-Ling Chang, Andrei Kulik, Matthias Grundmann. Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023. pages 4651-4655, IEEE, 2023. [doi]

@inproceedings{ChenSLTCKG23,
  title = {Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations},
  author = {Yu-Hui Chen and Raman Sarokin and Juhyun Lee and Jiuqiang Tang and Chuo-Ling Chang and Andrei Kulik and Matthias Grundmann},
  year = {2023},
  doi = {10.1109/CVPRW59228.2023.00490},
  url = {https://doi.org/10.1109/CVPRW59228.2023.00490},
  researchr = {https://researchr.org/publication/ChenSLTCKG23},
  cites = {0},
  citedby = {0},
  pages = {4651-4655},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0249-3},
}