Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng. Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 2344-2351, AAAI Press, 2022. [doi]

@inproceedings{TangZWLXZ22,
  title = {Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?},
  author = {Chuanxin Tang and Yucheng Zhao and Guangting Wang and Chong Luo and Wenxuan Xie and Wenjun Zeng},
  year = {2022},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/20133},
  researchr = {https://researchr.org/publication/TangZWLXZ22},
  cites = {0},
  citedby = {0},
  pages = {2344-2351},
  booktitle = {Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022},
  publisher = {AAAI Press},
  isbn = {978-1-57735-876-3},
}