SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks

Lingxiao Yang, Ru-Yuan Zhang, Lida Li, Xiaohua Xie. SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 11863-11874, PMLR, 2021. [doi]

@inproceedings{YangZLX21-0,
  title = {SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks},
  author = {Lingxiao Yang and Ru-Yuan Zhang and Lida Li and Xiaohua Xie},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/yang21o.html},
  researchr = {https://researchr.org/publication/YangZLX21-0},
  cites = {0},
  citedby = {0},
  pages = {11863-11874},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}