ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks

Haoran You, Baopu Li, Huihong Shi, Yonggan Fu, Yingyan Lin. ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 25566-25580, PMLR, 2022. [doi]

@inproceedings{YouLSFL22,
  title = {ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks},
  author = {Haoran You and Baopu Li and Huihong Shi and Yonggan Fu and Yingyan Lin},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/you22a.html},
  researchr = {https://researchr.org/publication/YouLSFL22},
  cites = {0},
  citedby = {0},
  pages = {25566-25580},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}