Untangling tradeoffs between recurrence and self-attention in artificial neural networks

Giancarlo Kerg, Bhargav Kanuparthi, Anirudh Goyal, Kyle Goyette, Yoshua Bengio, Guillaume Lajoie. Untangling tradeoffs between recurrence and self-attention in artificial neural networks. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{KergKGGBL20,
  title = {Untangling tradeoffs between recurrence and self-attention in artificial neural networks},
  author = {Giancarlo Kerg and Bhargav Kanuparthi and Anirudh Goyal and Kyle Goyette and Yoshua Bengio and Guillaume Lajoie},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/e2065cb56f5533494522c46a72f1dfb0-Abstract.html},
  researchr = {https://researchr.org/publication/KergKGGBL20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}